Executive Profile · Business, Technology & Data

Hey, I'm Farzad Nazemi.

Data & System Specialist | Digitisation SME | Business Transformation | Data Automation & BI Expert

I'm a Data & System Specialist and business transformation practitioner who solves complex operational problems through better data architecture, intelligent automation, and decision-oriented analytics.

Throughout my career I have worked as a Data & System Specialist, Digitisation SME, European Data Transformation Team Leader, Continuous Improvement Engineer, Production Controller, and Solutions Business Analyst. This progression across operational plants, pan-European supply chains, and technical leadership has given me a comprehensive perspective on how businesses operate, how systems mature, and how data drives measurable commercial value.

Specialising in Microsoft Power Platform (PowerApps & Power BI), SQL, KNIME, Tableau, and enterprise systems, I bridge the gap between site operations, executive management, IT teams, and developers — from mapping multi-site data and system maturity to architecting operational excellence applications that track initiatives from initial concept and cost-benefit verification through to budgeted, forecast, and actual financial realisation.

Across every mandate, my approach is grounded in structured communication, analytical curiosity, risk visibility, and continuous improvement.

01. Quantified Track Record

Executive Impact Dashboard

Key career benchmarks spanning a decade of data engineering, process automation, and cross-functional leadership.

10+

Years Experience

2014 – Present progression

25+

Projects Delivered

End-to-end enterprise rollouts

4

Companies Worked With

UK & pan-European operations

4

Leadership & SME Roles

Technical, Data, Digitisation & Systems

18+

Technologies Used

SQL, Power BI, PowerApps & ETL

50+

Business Processes Automated

Manual workflows eliminated

02. Transformation Methodology

Core Pillars of Sustainable Change

Technology and data only deliver transformation when aligned with human narratives, organisational incentives, and tangible operational value.

01 Strategic Storytelling & Stakeholder Alignment

The Power of Storytelling & Shared Ownership

Transformation succeeds when stakeholders aren't just informed of the change, but become co-authors of the journey.

Pillar 01 · Strategic Storytelling & Stakeholder Alignment

The Power of Storytelling & Shared Ownership

A project’s success is defined by the engagement of its users, the conviction of its sponsors, and clear prioritisation from leadership. People need a transparent narrative that answers five fundamental questions: What are we building? Why must we evolve? Why is this the right approach? How will we execute it? And how does it elevate their daily work?

True adoption happens when stakeholders become part of the story. By actively integrating user feedback into the design process, we transform passive audiences into empowered partners who actively champion and sustain change.

Interactive Stakeholder Alignment Stepper

The 5-Part Narrative Arc

Stage 1 of 5

Select or hover any stage to inspect how stakeholder feedback fuels project conviction and adoption.

1. The Vision (What)
“What are we building and what does good look like?”
Shared Direction & Executive Clarity
Organisational & Stakeholder Alignment

Aligns executive sponsors, site leadership, and frontline operators around a single, unambiguous operational destination.

How Stakeholder Feedback Fuels Buy-In

Discovery workshops capture real-world pain points early so stakeholders immediately recognise their priorities in the target vision.

02 Incentive Architecture & Empowerment

Aligning Incentives with Real-World Value

Sustainable continuous improvement requires rewarding curiosity, initiative, and outcome-driven excellence over rigid box-ticking.

Pillar 02 · Incentive Architecture & Empowerment

Aligning Incentives with Real-World Value

Lasting transformation requires understanding what truly drives people across an organisation. We must constantly ask whether our systems reward superficial KPIs or genuine business value.

When teams are empowered with clear authority, dedicated resources, and recognition for looking beyond routine tasks to solve underlying challenges, continuous improvement becomes effortless. By aligning governance, RACI structures, and leadership recognition with innovation, we cultivate a high-trust culture where driving for excellence is celebrated as part of everyday success.

Organisational Incentive Architecture

Culture Alignment Spectrum

Compare traditional metric-driven compliance against value-driven empowerment across four organisational dimensions.

Low Sustainability · Surface-Level KPIs
Metric-Driven Compliance

Static routines, siloed execution, rigid outputs

High Sustainability · Outcome-Driven Culture
Value-Driven Empowerment

Clear RACI & authority, protected innovation time, recognised impact

Governance & RACI Authority
Compliance

Rigid sign-off hierarchies and ambiguous accountability that discourage questioning legacy routines.

Empowerment

Clear RACI structures and delegated authority empowering frontline owners to resolve root-cause bottlenecks.

Resource & Capacity Allocation
Compliance

100% of team bandwidth consumed by manual administration, spreadsheet reconciliation, and firefighting.

Empowerment

Protected capacity and fit-for-purpose tooling allocated to automate repetitive work and test high-value ideas.

Recognition & Incentive Design
Compliance

Rewarding isolated departmental box-ticking and activity volume regardless of commercial outcome.

Empowerment

Celebrating curiosity, cross-functional openness, and verified cost-benefit impact from idea through to actuals.

Continuous Improvement Velocity
Compliance

Episodic top-down initiatives that stall once external project pressure fades.

Empowerment

Self-sustaining operational excellence embedded naturally into daily team governance.

03 Pragmatic Value & Purpose-Built Solutions

Delivering True Operational Value Over Hype

The right technology isn’t the newest trend—it’s the solution that is fit-for-purpose, trusted by operators, and effortlessly transparent.

Pillar 03 · Pragmatic Value & Purpose-Built Solutions

Delivering True Operational Value Over Hype

In a fast-moving tech landscape, it is easy to chase emerging tools out of fear of falling behind. Yet true digital transformation begins with a simpler question: Does this deliver measurable, real-world value for the people who use it? Selecting the right tool means grounding decisions in operational demand and human adoption.

Consider a Manufacturing Execution System (MES) rollout. If deployed without user ownership, data integrity suffers, reporting stalls, and shop-floor operators view the platform as administrative friction. Site leadership loses confidence in the numbers, and senior executives see zero return on an investment that consumes labour without yielding insight.

Conversely, when that same MES is fit-for-purpose and fully owned by the teams on the ground, it becomes a catalyst across every tier of the business:

  • For Operators & Shifts: Instant visibility into previous shift handovers, live production forecasts, and real-time feedback celebrating hit targets.
  • For Site Leadership: Complete operational transparency to pinpoint bottlenecks for targeted investment and recognise high-performing teams.
  • For Senior Management: Effortless, real-time strategic oversight without placing extra reporting burdens on the sites—because trusted data is captured naturally at the source.
Interactive Operational Simulation

Case Study: MES Implementation Impact

High Impact · Trusted Source-Captured Telemetry

Toggle between a technology-led deployment and a value-led, user-owned architecture to compare impact across business tiers.

Operators & Shifts 96% Impact
Shift history, live forecasts, celebrated targets

Instant visibility into previous shift handovers, live production forecasts, and real-time feedback celebrating hit targets.

Shop-Floor Trust & Utility 96%
Site Management 98% Impact
Targeted investment, bottleneck clarity

Complete operational transparency to pinpoint bottlenecks for targeted investment and recognise high-performing teams.

Operational Visibility 98%
Executive Leadership 95% Impact
Zero-burden transparency, trusted ROI

Effortless, real-time strategic oversight without placing extra reporting burdens on the sites—trusted data is captured naturally at the source.

Strategic ROI Realisation 95%
03. Interactive Career Architecture

Career Journey Navigator

Select a milestone on the timeline or scroll through the roles to inspect the active technology cluster and quantified impact.

07 April 2023 – Present Current Mandate

Data & System Specialist

Johnson Matthey Enterprise Data & System Maturity, Operational Excellence & Benefits Realisation

Global leader in sustainable technologies with over 200 years of scientific and industrial heritage across international refining and manufacturing operations.

Spearheading multi-site data and system maturity assessments, risk identification, and the architecture of core operational excellence platforms embedded in daily business operations.

  • Mapped end-to-end data and system maturity across operational sites, identifying strategic modernisation opportunities and highlighting architectural and operational risks
  • Architected and delivered an enterprise Operational Excellence Tracking application using Microsoft Power Platform, PowerApps, Power BI, and SQL — now heavily embedded in daily business operations
  • Engineered structured stage-gate workflows covering initiative ideation, commercial cost-benefit verification, and tactical implementation planning
  • Built automated financial and operational telemetry tracking budgeted, forecast, and actual benefits realisation across active transformation initiatives
Featured Transformation Programmes
Executive Impact

Established clear multi-site system maturity visibility and embedded a mission-critical Operational Excellence platform into daily operations to govern initiatives from ideation and cost-benefit verification through to budgeted, forecast, and actual benefits.

Role Impact & Tech Stack 9 Core Technologies
Initiative Lifecycle Idea to Actuals
Financial Benefit Tracking Budget / Forecast / Actual
Operational Adoption Embedded in Daily Ops
Power PlatformPowerAppsPower BISQLSystem MaturityBenefits TrackingOperational ExcellenceProcess AutomationForecasting
Power PlatformPowerAppsPower BISQLSystem MaturityBenefits TrackingOperational ExcellenceProcess AutomationForecasting
06 April 2021 – November 2021 & January 2022 – April 2023

Digitisation SME

Johnson Matthey Global Digital Transformation, Low-Code Architecture & Legacy Modernisation

Served as technical Subject Matter Expert on global-scale initiatives to modernise legacy business systems, automate ETL pipelines, and transform cross-functional ways of working.

  • Scoped, architected, and delivered bespoke Microsoft PowerApps solutions across multiple global business units to replace fragmented manual workflows
  • Pioneered the implementation of enterprise KNIME workflows within the business to centralise and automate complex ETL pipelines
  • Supported and integrated legacy platforms—including IBM DB2 databases—exposing core operational data to BI reporting and business applications to eliminate duplicated effort
  • Executed full application rewrites for the Product Enquiry platform across sales and production teams, streamlining stakeholder user experience and response times
Featured Transformation Programmes
Executive Impact

Accelerated global operational modernisation by unifying legacy IBM DB2 systems with scalable Power Platform applications and automated KNIME ETL workflows.

Role Impact & Tech Stack 8 Core Technologies
Enterprise Flagship Programmes 3 Core Programmes
Technology Stack Coverage 8 Core Technologies
Automated ETL & App Adoption 100% Enterprise Standard
Power PlatformPowerAppsKNIMESQLDB2ETLProcess AutomationSystem Maturity
Power PlatformPowerAppsKNIMESQLDB2ETLProcess AutomationSystem Maturity
05 November 2021 – January 2022

Continuous Improvement Engineer

Johnson Matthey Lean & Six Sigma Operational Visibility & Workflow Standardisation

Delivered targeted continuous improvement and digital workflow engineering initiatives for the plant Continuous Improvement team.

  • Engineered structured SQL reporting views to transform raw data from a newly implemented inventory tracking system into actionable Business Intelligence datasets
  • Completed a full architectural rewrite of the Daily Management application to centralise operational governance and plant-floor checklists
  • Digitised and standardised 5S workplace audits, EHS safety inspections, shift handovers, and floor inspections
Executive Impact

Unlocked actionable BI insights from newly deployed inventory systems and centralised plant-floor 5S, EHS, and shift handover management.

Role Impact & Tech Stack 6 Core Technologies
5S, EHS & Handover Workflows 100% Centralised
Inventory BI Reporting Views 12+ Live SQL Views
Operational Turnaround Gain 40% Faster Reporting
SQLPowerAppsLean & Six SigmaOperational ExcellenceProcess AutomationInventory Systems
SQLPowerAppsLean & Six SigmaOperational ExcellenceProcess AutomationInventory Systems
04 March 2019 – April 2021

PGMR Production Controller

Johnson Matthey Precious Group Metals Refining Analytics, 3CR Scoping & Production Forecasting

Managed daily, weekly, monthly, and 3-month refinery targets and priorities while modernising material tracking tools and executive performance reporting.

  • Developed operational forecasting models used by internal stakeholders to drive informed scheduling and commercial decision-making
  • Defined the functional scope and technical requirements for Johnson Matthey’s new 3rd Century Refining (3CR) plant inventory management systems
  • Designed and evolved executive Tableau KPI dashboards to streamline refinery ways of working and performance reviews
  • Automated the StockTake reconciliation process, eliminating manual bottlenecks and significantly reducing human error
Executive Impact

Strengthened operational decision-making across PGMR refining, established the functional scope for 3rd Century Refining inventory systems, and automated stock reconciliation.

Role Impact & Tech Stack 7 Core Technologies
StockTake Reconciliation Automated Pipeline
Planning Horizon Targets Daily / Wk / Mo / 3-Mo
Manual Error Reduction 65% Less Manual Prep
TableauSQLForecastingInventory SystemsProcess AutomationAdvanced MS ExcelData Reconciliation
TableauSQLForecastingInventory SystemsProcess AutomationAdvanced MS ExcelData Reconciliation
03 July 2017 – November 2018

European Data Transformation Team Leader

Movianto (Owens & Minor) Pan-European Master Data Governance, Migration Leadership & Risk Sign-Off

Specialised European healthcare and pharmaceutical supply chain logistics provider within the Fortune 500 Owens & Minor group.

Led a team of 4 business analysts and data transformation testing specialists across European hubs and external consultancies, serving as primary lead for risk management and pre-cutover data sign-off.

  • Managed a specialist team of 4 business analysts and testing specialists delivering large-scale pan-European data migration programmes
  • Automated Master Data onboarding workflows enabling mass loading through simplified, validated user forms
  • Directed data cleansing, transformation, and verification across European systems covering 4,000+ Item records, 1,000+ Customer accounts, and 6,000+ customer pricelist records
  • Built SQL validation reports and Excel reconciliation templates to verify item attributes, prevent customer duplication, and safeguard customer pricing accuracy
  • Developed financial-to-warehouse interface reconciliation reporting to verify shipped-versus-billed accuracy across European business units
Key Programme

European Data Migration Programme

4,000+ Item Records Migrated
1,000+ Customer Records Migrated
6,000+ Pricing Records Validated
Executive Impact

Delivered zero-defect master data migrations and automated financial-to-warehouse billing reconciliation across multiple European pharmaceutical logistics hubs.

Role Impact & Tech Stack 7 Core Technologies
Item Records Migrated 4,000+ Item Records
Customer Records Migrated 1,000+ Customer Records
Pricing Records Validated 6,000+ Pricing Records
SQLETLMaster Data (MDM)Data MigrationProject & Team LeadAdvanced MS ExcelData Reconciliation
SQLETLMaster Data (MDM)Data MigrationProject & Team LeadAdvanced MS ExcelData Reconciliation
02 August 2015 – July 2017

Solutions Business Analyst

Movianto UK Commercial Business Case Analysis, SQL, MS Access & VBA Process Automation

Partnered with operational and commercial stakeholders to define requirements, develop business cases, measure performance, and engineer automated data solutions.

  • Executed a comprehensive data cleanse across 100,000+ customer records, retiring redundant site locations and merging duplicate accounts
  • Transformed annual customer master data reconciliation from a manual task into an automated SQL and Excel workflow cross-referencing registration numbers and percentage address matches against external regulatory databases
  • Reconciled high-volume transactional order data between external client platforms and internal warehouse management systems
  • Built automated Customer Data Import pipelines for major healthcare clients using Data Loaders alongside bespoke MS Access tools and Excel VBA macros
Data Scale Benchmark
100,000+ Customer Records Cleansed
85% Reconciliation Automation
99.8% Address & Reg Match SLA
Executive Impact

Delivered substantial efficiency gains through automated regulatory database fuzzy-matching, 100k+ customer record cleansing, and streamlined client data onboarding.

Role Impact & Tech Stack 7 Core Technologies
Customer Records Cleansed 100,000+ Records
Reconciliation Automation 85% Time Saved
Address & Reg Match SLA 99.8% Validation Rate
SQLExcel VBAAdvanced MS ExcelAdvanced MS AccessData ReconciliationData GovernanceProcess Automation
SQLExcel VBAAdvanced MS ExcelAdvanced MS AccessData ReconciliationData GovernanceProcess Automation
01 June 2014 – December 2014

Technical Manager

Euro Electronics UK Ltd 4K SoC Hardware R&D, Quality Assurance & Enterprise Client Rollouts

UK commercial digital signage provider delivering bespoke hardware and embedded software solutions for tier-1 retail and banking clients including IKEA, John Lewis, HSBC, and Dixons.

Managed hardware and software R&D, technical support, refurbishment workflows, and onsite enterprise deployments.

  • Led product R&D for emerging 4K digital signage markets, evaluating System-on-Chip (SoC) architectures to upgrade media players for 4K playback
  • Delivered onsite engineering support and live commercial demonstrations for major enterprise accounts including IKEA, John Lewis, HSBC, and Dixons
  • Directed hardware diagnostics, firmware testing, and structured refurbishment operations
Executive Impact

Established reliable 4K SoC hardware testing standards and supported flagship digital signage rollouts for tier-1 UK retail and banking brands.

Role Impact & Tech Stack 2 Core Technologies
4K SoC Platforms Evaluated 15+ Embedded Units
Enterprise Client Demos 90% Technical Sign-off
Support Resolution SLA 98% First-Line Fix
4K SoC & SignageProject & Team Lead
4K SoC & SignageProject & Team Lead
04. Capability Depth & Interconnectivity

Skills Evolution & Ecosystem

Filter by domain or hover over any capability to highlight cross-functional relationships across the stack.

Data & ETL

Data Analysis

98%

Multi-site data maturity mapping, root-cause diagnostics, cost-benefit verification, and translating complex operational datasets into commercial clarity.

Adopted 2014 2014 – Present
Ecosystem Links: SQL & DB2 · Tableau BI · Advanced MS Excel & Access · Data Governance · Business Analysis
Data & ETL

SQL & DB2

96%

Relational backend design for Operational Excellence applications, reporting views, legacy IBM DB2 integration, and financial-to-warehouse reconciliation.

Adopted 2015 2015 – Present
Ecosystem Links: Data Analysis · ETL Processes · Data Migration · Data Governance · KNIME Analytics
Data & ETL

ETL Processes

95%

Designing resilient extraction, cleansing, and transformation pipelines across legacy DB2, ERP, and modern cloud analytics platforms.

Adopted 2016 2016 – Present
Ecosystem Links: SQL & DB2 · KNIME Analytics · Data Migration · Data Governance · Automation
Data & ETL

Data Migration

95%

Pan-European master data cutovers (Items, Customers, Pricelists), automated Data Loaders, and pre-cutover risk sign-off.

Adopted 2016 2016 – Present
Ecosystem Links: SQL & DB2 · ETL Processes · Data Governance · Project Management · Team Leadership & Management
Data & ETL

Data Governance

94%

Site data & system maturity assessments, operational risk identification, master data management (MDM), and 100k+ record deduplication.

Adopted 2015 2015 – Present
Ecosystem Links: Data Migration · SQL & DB2 · Data Analysis · Business Analysis
Data & ETL

Advanced MS Excel & Access

97%

VBA macro automation, relational MS Access applications, automated reconciliation templates, and financial cost-benefit modelling.

Adopted 2014 2014 – Present
Ecosystem Links: SQL & DB2 · Data Analysis · Automation · Dashboard Development & MIS
Low-Code & BI

Power Platform (PowerApps & Power BI)

98%

Architecting enterprise Operational Excellence & Benefits Realisation platforms, Daily Management (5S/EHS) apps, and global legacy system replacements.

Adopted 2020 2020 – Present
Ecosystem Links: Automation · Lean Management, Six Sigma & CI · SQL & DB2 · KNIME Analytics · Dashboard Development & MIS
Low-Code & BI

KNIME Analytics

95%

Pioneered enterprise KNIME workflows at Johnson Matthey to centralise and automate repeatable business ETL pipelines.

Adopted 2021 2021 – Present
Ecosystem Links: ETL Processes · Automation · SQL & DB2 · Power Platform (PowerApps & Power BI) · Data Analysis
Low-Code & BI

Tableau BI

93%

Executive KPI telemetry, PGMR refinery production tracking, and interactive visual analytics suites.

Adopted 2019 2019 – Present
Ecosystem Links: Dashboard Development & MIS · Data Analysis · SQL & DB2 · Lean Management, Six Sigma & CI
Low-Code & BI

Automation

98%

Eliminating manual bottlenecks across 50+ business processes via Power Platform, KNIME, SQL, Data Loaders, and Excel VBA.

Adopted 2015 2015 – Present
Ecosystem Links: Power Platform (PowerApps & Power BI) · KNIME Analytics · Lean Management, Six Sigma & CI · ETL Processes
Low-Code & BI

Dashboard Development & MIS

96%

Power BI benefits realisation telemetry (Budgeted, Forecast & Actuals) and decision-oriented Management Information Systems (MIS).

Adopted 2017 2017 – Present
Ecosystem Links: Tableau BI · Power Platform (PowerApps & Power BI) · Data Analysis · SQL & DB2
Leadership & Strategy

Business Analysis

97%

Mapping site system maturity, verifying commercial cost-benefit cases, scoping 3CR inventory systems, and translating user needs into functional specs.

Adopted 2015 2015 – Present
Ecosystem Links: Lean Management, Six Sigma & CI · Project Management · Data Analysis · Data Governance
Leadership & Strategy

Project Management

95%

Tactical implementation planning, benefit realisation governance, risk management, and delivering 25+ multi-disciplinary programmes.

Adopted 2016 2016 – Present
Ecosystem Links: Team Leadership & Management · Business Analysis · Data Migration · Lean Management, Six Sigma & CI
Leadership & Strategy

Team Leadership & Management

94%

Leading cross-functional teams of analysts and testing specialists across UK and pan-European transformation programmes.

Adopted 2014 2014 – Present
Ecosystem Links: Project Management · Business Analysis · Lean Management, Six Sigma & CI
Leadership & Strategy

Lean Management, Six Sigma & CI

96%

Operational Excellence tracking from idea to actuals, Lean & Six Sigma methodologies, 5S/EHS digitalisation, and bottleneck removal.

Adopted 2015 2015 – Present
Ecosystem Links: Automation · Business Analysis · Power Platform (PowerApps & Power BI) · Team Leadership & Management
05. Engineering Rigour

Academic Credentials

Analytical foundations in mathematical modelling, numerical methods, and computational engineering simulation.

01 · Academic Foundation Graduated 2014

MSc Mechanical Engineering

De Montfort University, Leicester · Postgraduate Master of Science

Dissertation on the application of MatLab for illustrations, calculations, and analysis of mathematical models using numerical methods.

Core Specialisations
MatLab · Mathematical Modelling · Numerical Methods
02 · Academic Foundation Graduated 2013

BEng Mechanical Engineering

De Montfort University, Leicester · Bachelor of Engineering (Hons)

Dissertation on simulation of a compression ignition engine using ANSYS, analysing changes in structural mesh, compression ratio, and use of different fuels.

Core Specialisations
ANSYS Simulation · Combustion Engine Analysis · Engineering Design
06. Personal Curiosities · PERSONAL INTERESTS & CURIOSITIES

Beyond the Data

The stories, hardware, engineering marvels, and physical pursuits that fuel my curiosity outside of work.

From enjoying the story on the big screen to physical classics and streaming at home.

How I Watch

Interactive Cinema, Physical Media & Streaming Wall

Cinema · Theatrical Presentation
Theatrical Experience
“Enjoying the story on the big screen.”

2.39:1 Anamorphic Widescreen · Laser IMAX & Dolby Atmos · Uncompressed theatrical soundstage

All Viewing Formats & Platforms — Click or Hover Any Tile

Favourite series across Marvel Comics, DC Comics, Manga, and independent sci-fi.

The Collector’s Issue Rack

Marvel Comics, DC Comics, Manga & Other

AMAZING FANTASY #15 · EARTH-616
AMAZING FANTASY #15 · EARTH-616
Spider-Man

Street-level stakes, scientific ingenuity, and timeless responsibility.

Favourite genres and the platforms, controllers, and software ecosystems I play on across PC, handhelds, and consoles.

Favourite Genres (VR Supported Only on PC, PS5 & PS4) VR: Supported on PC
Platforms, Peripherals & Ecosystems
Custom Desktop & Mini-ITX Rig
PC Ecosystem
Genres: FPS · Action · RPG · VR · Strategy · Open World · Racing · 2D · Platformer
KEYBOARD & MOUSE CONTROLLER (GAMEPAD) VR HEADSET 6DoF OPTICS MOTION CONTROLS HANDHELD CONSOLE
Controllers & Peripherals
  • • Keyboard & Mouse (Mechanical Keyboard & High-DPI Mouse)
  • • Controller (Wireless Gamepads, Racing Wheel & HOTAS)
  • • VR Headset (PCVR & Standalone Link)
  • • Motion Controls (6DoF Tracked Controllers)
Storefronts & Software
  • • Steam
  • • GOG Galaxy
  • • Epic Games Store
  • • EA App
  • • Ubisoft Connect
  • • Xbox App
  • • Meta
  • • Amazon Luna
Backwards Compatibility & Notes

Open PC ecosystem — supports decades of native PC releases, community overhaul mods, ultrawide/high-refresh displays, and full VR support.

Linked PC Digital Storefronts & Launchers (Click or Hover)

“Music is storytelling for the soul.” The genres, bands, and composers that soundtrack my focus and downtime.

Live Studio Equaliser & Vinyl Sleeve

“Music is storytelling for the soul.”

High-Voltage Catharsis & Anthemic Energy
Genre Soundscape

Layered guitar distortion, orchestral rock arrangements, and raw emotional vocals that channel resilience and momentum.

Artists & Top 5 Essential Tracks
Linkin Park Top 5 Tracks
  1. In the End
  2. Numb
  3. Faint
  4. Papercut
  5. Breaking the Habit
Evanescence Top 5 Tracks
  1. Bring Me to Life
  2. My Immortal
  3. Going Under
  4. Call Me When You're Sober
  5. Lithium
Green Day Top 5 Tracks
  1. Boulevard of Broken Dreams
  2. Basket Case
  3. American Idiot
  4. Wake Me Up When September Ends
  5. Good Riddance (Time of Your Life)

Favourite fantasy and fiction series across physical books, Audible narration, and Kindle E-ink.

Favourite Books & Series
How I Read & Listen Full-Cast & Solo Audio Narration

Serialised progression fantasy, cyberpunk fiction, and web comics followed via Royal Road, WebNovel, ElevenReader, and Patreon.

Serialised Fiction & Web Comics
How I Read & Listen Progression Fantasy Community

My Mini-ITX build specifications, performance comparison against mainstream and flagship systems, and Windows 11 Pro vs. Linux tuning.

Small Form Factor (SFX) Hardware

My Mini-ITX Dual-Chamber SFX Schematic

Sub-15L Mini-ITX Footprint
GIGABYTE X570 I AORUS PRO WIFI RYZEN 7 5800X (8C/16T) 32GB DDR4 M.2_1: 1TB NVMe M.2_2: 2TB NVMe SFX PSU CHAMBER Windows 11 Pro WSL2 · DirectX 12 · Adrenalin AMD RADEON RX 6800 XT · 16GB GDDR6 VRAM ACTIVE: CPU — AMD Ryzen 7 5800X (8 Cores / 16 Threads · Zen 3 Architecture · Up to 4.7 GHz Boost)
CPU
AMD Ryzen 7 5800X

8 Cores / 16 Threads · Zen 3 Architecture · Up to 4.7 GHz Boost

High single-core speed and 16-thread parallel compute for data pipelines, local virtualisation, and high-refresh gaming.

Hardware Benchmarks & Reference Configurations

Performance Comparison (Average Mainstream vs. My SFX Build vs. Latest Flagship)

Average Mainstream PC Reference Tier

6-Core CPU (Ryzen 5 5600 / Core i5-12400F) | 16GB DDR4 | RTX 3060 / RX 6600 (8GB VRAM) | 1TB SATA/NVMe SSD | ~40L Mid-Tower

My SFX Mini-ITX Build My Custom Rig

AMD Ryzen 7 5800X (8-Core/16-Thread) | Gigabyte X570 I AORUS PRO WIFI | 32GB DDR4 | AMD Radeon RX 6800 XT (16GB VRAM) | 1TB + 2TB M.2 NVMe | ~11–14L SFX Chassis

Latest Flagship PC Reference Tier

AMD Ryzen 7 9800X3D / Ryzen 9 9950X | 64GB DDR5-6000 | RTX 5090 / RX 8900 XT (24–32GB VRAM) | Gen5 NVMe SSD

1440p Gaming FPS Relative Performance Index
Average Mainstream PC
54%
My SFX Mini-ITX Build
90%
Latest Flagship PC
100%
4K Rasterisation & 16GB VRAM Headroom Relative Performance Index
Average Mainstream PC
42%
My SFX Mini-ITX Build
86%
Latest Flagship PC
100%
SQL/ETL Data Processing & Multithreaded Compute Relative Performance Index
Average Mainstream PC
56%
My SFX Mini-ITX Build
85%
Latest Flagship PC
100%
Performance-per-Litre Volume (~11–14L SFX vs. ~40L Tower) Relative Performance Index
Average Mainstream PC
38%
My SFX Mini-ITX Build
97%
Latest Flagship PC
68%
System Software & Kernel Trade-Offs

Side-by-Side Operating System Comparison: Windows 11 Pro vs. Linux

Capability / Workload Windows 11 Pro (Primary Daily Driver) Linux Options (Ubuntu / Fedora / Arch / SteamOS)
Power Platform, Office & BI Tools Native 100% (Power BI Desktop, Excel COM Add-ins & SQL Server Management Studio) Web / Virtual Machine required for desktop-only Microsoft BI tooling
AMD GPU & CPU Tuning (5800X + 6800 XT) AMD Adrenalin Edition, Ryzen Master, PBO2 Curve Optimiser & MorePowerTool Native Kernel AMDGPU + CoreCtrl / LACT & MESA RADV shader pre-caching
Gaming Compatibility & Anti-Cheat 100% Native compatibility including kernel-level anti-cheat & PCVR 90%+ seamless via Valve Proton, except select kernel anti-cheat multiplayer titles
System Overhead & Telemetry Higher background RAM footprint and system service telemetry Ultra-lean idle memory footprint, zero telemetry, and full scheduler control
Container, Python & Data Engineering WSL2 / Hyper-V virtualisation layer required for native Linux containers Native Docker, ROCm compute, Python & CLI performance with zero VM overhead
Verdict / Best For All-Round Daily Driver: Enterprise BI, VR, and 100% Game Compatibility Pure Efficiency: Console-like SteamOS/Bazzite gaming & native dev containers

Taking an everyday idea from Thought → Idea → CAD → Print → Reality, and comparing Filament (FDM) vs. Resin (SLA).

From Concept to Physical Object

Thought → Idea → CAD → Print → Reality

Thought — Spotting the Everyday Friction Problem Definition & Spatial Constraints

Every print begins with noticing an ergonomic gap or physical problem—a cable that needs routing, a phone that needs an angled desk cradle, or a tabletop character awaiting physical form.

Printing Technologies

Filament (FDM) vs. Resin (SLA)

Structural & Functional Parts Filament (FDM — Fused Deposition Modelling)

0.12mm – 0.28mm Layer Height · High mechanical strength (PLA, PETG, ABS/ASA, TPU)

What I Make: Ergonomic Phone Stands, custom desk organisers, SFX brackets, and Useful Workshop/Desk Tools.

Heated nozzle extrudes thermoplastic filament along X/Y/Z toolpaths—clean, fast, and ready for immediate mechanical load.

Ultra-Fine Micron Detail Resin (SLA / MSLA — Vat Photopolymerisation)

0.025mm – 0.050mm (25–50µm) Layer Height · Smooth isotropic surface finish (Standard, ABS-Like & Tough Resins)

What I Make: Tabletop Miniatures, intricate character sculpts, miniature terrain, and ultra-smooth display prototypes.

UV LED array cures liquid photopolymer resin through a high-resolution monochrome LCD mask, followed by IPA wash and UV curing.

Form factors (60% / 75% / 100%), switch technologies (Mechanical, Optical & Magnetic Analogue), and switch feel profiles (Reds, Browns & Blues).

Keyboard Layouts

Form Factor (60% / 75% / 100%)

ESC + FUNCTION ROW (F1–F12) 60% ALPHANUMERIC CORE (61 KEYS) ARROWS NAVIGATION NUMPAD
75% Enthusiast Layout 82–84 Keys · Compact Tactile · 320mm Width

Omits full Numpad while retaining dedicated Function Row (F1–F12), Arrow Cluster, and essential navigation column.

The ideal balance for software engineering and gaming—dedicated F-keys for debugging plus compact desk ergonomics.

Switch Mechanism

Switch Technology (Standard Mechanical, Optical & Magnetic Analogue)

Magnetic Analogue (Hall Effect) Customisable 0.1 mm to 4.0 mm + Rapid Trigger & Analogue Input

Measures continuous magnetic flux density—enabling per-key adjustable actuation (0.1 mm–4.0 mm), true analogue curves, and Rapid Trigger (instantaneous reset the microsecond upward finger travel begins).

Adjustable Actuation Point (0.1 mm – 4.0 mm) 1.2 mm
Estimated Speed: ~14–16 CPS (Rapid Trigger) Response Latency: ~0.8 ms
Keystroke Feel & Acoustics

Switch Feel & Live Force-Travel Graph

Reds (Linear) 45g Operating · Smooth Straight-Line Travel Sound Profile: Quiet / Deep “Thock” or Crisp “Clack” (No internal click mechanism)

Completely smooth keystroke from top to bottom with zero tactile bump—favoured for rapid double-taps, gaming, and effortless gliding.

Exploring AI & LLMs, Foldable Displays, Electric Vehicles, Planar Magnetic Audio, Watches, and Fountain Pens.

Emerging Technology & Mechanical Craft
USER PROMPT Context + Task ROUTER CLOUD CLOUD FRONTIER 1M–2M Context Cluster LOCAL GPU VRAM RX 6800 XT (16GB Offline)
Workload Trade-Off Sliders Recommended: Cloud Frontier API
Data Privacy & Offline Sovereignty40%
Low-Latency Local Token Stream50%
Frontier Multi-Step Reasoning Depth90%
Cloud Models (Scale & Multimodal Context)
Local Open-Weight Models (Ollama / LM Studio · Private GPU Execution)

The Engineering Behind Everyday Doomscrolling (Samsung Galaxy Z Fold 7) — across material science, mechanical hinges, and 5G wireless physics.

Everyday Multidisciplinary Engineering

The Engineering Behind Everyday Doomscrolling (Samsung Galaxy Z Fold 7)

8.0" UTG · 4.2mm Unfolded / 8.9mm Folded
Material Science (The Folding Screen)
How do you make solid glass bend 200,000+ times without shattering?

Conventional glass fractures under tensile bending stress. The 8.0-inch main display solves this by thinning glass down to ~30 microns—thinner than a human hair—and bonding it to viscoelastic polymer shock-dispersion layers.

Core Folding Substrate

Ultra-Thin Glass (UTG) chemically strengthened to flex without plastic crease memory

Shear Stress Management

Optically Clear Adhesive (OCA) viscoelastic layers that slip microscopically during folding

Backplane & Luminance

LTPO 1–120Hz Adaptive AMOLED backplane with microscopic pixel routing

Exterior Cover Shield

Corning Gorilla Glass Ceramic 2 — nanocrystal ceramic matrix in glass for drop & scratch resilience

Road Bike vs. BMX vs. Mountain Bike — comparing frame geometry, gear ratios, tyres, suspension travel, and terrain.

Multi-Select Telemetry & Geometry

Side-by-Side Comparison: Road Bike vs. BMX vs. Mountain Bike (MTB)

Speed Agility Suspension / Comfort Off-Road Grip Climbing
Road Bike
Aerodynamic Efficiency & Tarmac Velocity
Wheel Size: 700c (622mm BSD) Aero Wheelset
Frame Geometry: Steep 73° head-tube angle, short wheelbase, and low aerodynamic drop-bar cockpit.
Gearing: 2x11 / 2x12 close-ratio drivetrain (50/34T chainring with 11–30T cassette) for optimal cadence.
Tyre Profile: 28c–30c slick high-pressure tyres minimising rolling resistance.
Suspension: 0mm rigid carbon or aluminium frame & fork maximising pedalling power transfer.
Ideal Terrain: Paved roads, long-distance endurance climbs, and high-speed solo or group rides.
BMX
Explosive Torque, Manuals & Street/Park Agility
Wheel Size: 20-inch Reinforced 36-Spoke Wheels
Frame Geometry: Compact 20-inch wheel frame, steep 75° head angle, and ultra-short 13" chainstays for instant manual leverage.
Gearing: Single-speed micro-drive (25T sprocket to 9T driver) for instant standing acceleration.
Tyre Profile: 20" × 2.4" wide high-volume street/park tyres absorbing heavy vertical landings.
Suspension: 0mm reinforced 4130 Chromoly steel frame—your knees and elbows act as the suspension.
Ideal Terrain: Skateparks, pump tracks, dirt jumps, and urban street obstacles.
Mountain Bike (MTB)
Slack Geometry, Suspension Travel & Trail Traction
Wheel Size: 29" or 27.5" (Mullet / Trail) Tubeless Wheels
Frame Geometry: Slack 64°–65° head-tube angle, long reach, dropper seatpost, and wide 780mm handlebars for downhill control.
Gearing: Wide-range 1x12 drivetrain (32T chainring with massive 10–52T cassette) for winching up steep gradients.
Tyre Profile: 29" or 27.5" × 2.4"+ aggressive knobby tubeless tyres run at low pressure for maximum mechanical grip.
Suspension: 140mm–160mm air fork & rear four-bar linkage shock absorbing high-speed rock impacts.
Ideal Terrain: Technical singletrack, rock gardens, root drops, and steep off-road descents.

Problem solving on the wall and the physics of movement — balancing centre of mass, friction, and leverage.

Bouldering & Route Reading

Problem Solving on the Wall & The Physics of Movement

Problem Solving on the Wall
function solveCruxSequence(holds, climberState) {
  return "TOP_OUT_COMPLETE";
}
Move 01 · Base Initiation Jug + Smear Tripod

Establish a stable three-point base of support. Keep hips tucked directly over the primary foothold so gravitational load passes straight through skeletal bone structure rather than burning forearm flexors.

The Physics of Movement (Centre of Mass, Friction & Leverage)
CoM (F_g)
Centre of Mass (CoM): Stable Equilibrium (Centre of Mass inside support polygon)
Normal Force & Friction (μ · Fn): Fn = 680 N (82% on feet, 18% on hands) · μ = 0.88 (High-friction Vibram XS Grip2 rubber on textured volume)
Leverage & Rotational Torque (τ = r × F): τ = 12 N·m (Minimal outward rotational moment)