About
Data Engineer | Systems Analyst | Development Specialist · Derby, United Kingdom
I'm a Data Engineer, Systems Analyst and Development Specialist based in Derby, United Kingdom. Four years delivering end-to-end data engineering, automation, and full-stack systems — from ETL pipelines and Power BI reporting to Go/React applications on cloud infrastructure.
My experience so far has been gained inside construction and building-services (MEP) — a low-digital, paper-heavy environment where nothing arrives pre-cleaned and nobody is waiting with a well-documented API. I present that as domain evidence, not identity: delivering reliable data infrastructure inside a business that runs on spreadsheets and paper trails demands the same stakeholder management, requirements extraction from non-technical users, and pragmatic engineering under real constraints that any regulated or legacy-heavy sector — fintech, retail, healthcare, the public sector — will ask for.
How I work
Data Engineering
Pipelines that ingest, validate, transform and serve data reliably — scheduled, monitored, and documented.
- ETL/ELT pipelines and bronze → silver → gold medallion architecture
- Ingestion from 15+ web and system sources into one SQL-backed catalogue
- Data quality checks and pipeline monitoring built into execution
- SQL Server and PostgreSQL design — normalisation, stored procedures, indexing, tuning
Development
Production backends, APIs and interfaces — built, containerised, and deployed to cloud infrastructure.
- Go REST APIs with JWT authentication over PostgreSQL
- React frontends and Docker deployment (Railway, Cloudflare)
- Bespoke workflow and approval automation, and Python scheduled jobs
- Rules-as-data engines, append-only audit logs, and snapshot-based record design
Systems Analysis
Turning ambiguous, paper-and-spreadsheet processes into structured, auditable systems people actually adopt.
- Requirements elicitation, process mapping and stakeholder facilitation
- UAT leadership and Agile delivery across concurrent projects
- Data flow diagrams, field mappings, runbooks and user guides
- Approval, compliance and audit-trail workflow design
Career
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Data Engineer
September 2023 – Present
Control Electrical Engineers Ltd, London
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Data Engineer
April 2022 – July 2023
United Communities Network, Nottingham
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Data Engineer (Internship)
June 2017 – June 2018
Prime Minister's Youth Skill Development Programme (PMYSDP), Pakistan
Education
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MSc Software Engineering
University of Hertfordshire, UK · Awarded with Commendation
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BSc Computer Science
University of Azad Jammu and Kashmir, Pakistan · CGPA 3.5/4.0
Certifications
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Power BI Desktop for Business Intelligence
Microsoft
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Google Data Analytics Professional Certificate
Google · Foundations, Data Preparation, Processing, Analysis, Visualisation
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Business Analysis & Process Management
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Data Analysis with R Programming
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Python Essentials
Cisco
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Learning Excel Data Analysis
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Google SEO Fundamentals
UC Davis (Coursera)
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Attention to Detail
TestGorilla · 96th percentile
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Data-Driven Decision Making
TestGorilla · 100th percentile
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Advanced Excel
TestGorilla · 97th percentile
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NoSQL Databases
TestGorilla · 98th percentile
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Statistics & Probability
TestGorilla · 100th percentile
Skills
- Languages
- Python (Pandas, NumPy, Requests, BeautifulSoup4, Selenium, Scikit-learn, SciPy), SQL (T-SQL), R (ggplot2, dplyr), Go, Bash, VBA, JavaScript, PHP
- Data Engineering
- ETL/ELT pipeline design and delivery, Data quality and validation frameworks, Pipeline monitoring and alerting, REST/SOAP APIs, JSON, XML, CSV, Bronze/silver/gold medallion architecture
- Databases
- Microsoft SQL Server (stored procedures, indexing, performance tuning, backup/recovery), PostgreSQL, MySQL, SQLite, Schema design, normalisation, data integrity
- Cloud & Azure
- Azure Data Factory, Azure Data Lake, Azure Synapse Analytics, Azure Functions, Logic Apps, AWS, Cloudflare Workers, Railway
- BI & Visualisation
- Power BI (DAX, Power Query), Tableau, Matplotlib, Excel (advanced), Google Sheets, R Markdown
- Full-Stack Dev
- Go (REST APIs, backend), React, Next.js, PostgreSQL, JWT, Docker, HTML/CSS, Zoho Creator (Deluge scripting), cPanel web hosting
- Automation
- Power Automate, Python scripting automation, Zoho workflows, SMTP alerting, Task Scheduler, Event-driven and scheduled pipeline execution
- BA & Delivery
- Requirements elicitation and documentation, Process mapping, Stakeholder facilitation, UAT coordination, Agile/Scrum, SDLC, Technical documentation and runbooks
- Dev Tools
- Git, Visual Studio, Docker, CI/CD awareness, Zoho CRM