Education
Sem 1: Data Management Fundamentals 84 (Distinction) · Statistical Inference 70 (Distinction) · Dissertation: GB Balancing Mechanism Cost Forecasting
- Student Representative, MSc Data Science cohort (~50 students) — Student Rep Gold Award 2026
- UWE Enterprise Scholarship (£1,000) — local model phone reception system for SMEs, pilot deployment
- Member, UWE Student Society for Data and Computing · Bristol Data Week, University of Bristol 2026
Projects & Work
FastAPI + Faster Whisper STT + local LLM (LLaMA/Phi-3) + Google Calendar API. Autonomous phone reception for SMEs. UWE Enterprise Scholarship. Pilot deployment underway.
Early warning system for GB electricity price spikes. Elexon BMRS half-hourly data. XGBoost, LightGBM, SHAP explainability. Novel early warning horizon metric.
Reads engineering quote emails, extracts structured data, drafts replies. Ollama local models + OpenAI GPT. 96% field accuracy.
End-to-end BI pipeline. ETL with Python and Pandas, MySQL storage, Matplotlib dashboards.
Dual-paradigm analysis. MySQL with PHPMyAdmin/Workbench, MongoDB aggregation pipelines. MSc Distinction (84).
Client site. Cloudflare Pages, GA4, GTM, Clarity, Web3Forms, before/after sliders, dark mode. Live and receiving patient enquiries.
Skills
Languages
Python, R, SQL, JavaScript, HTML/CSS
Data & ML
Pandas, NumPy, Scikit-learn, Faster Whisper, R (tidyverse, ggplot2), time-series forecasting
Databases
MySQL, PostgreSQL, MongoDB
Deploy & Infra
Cloudflare Pages, GitHub Actions, FastAPI, Streamlit, Docker, GA4, GTM, Clarity
Developing
XGBoost · LightGBM · SHAP · C++ · C# · n8n · Power BI
Achievements & Activities
1st in BSc graduating class, GPA 18.87/20
UWE Enterprise Scholarship holder
MSc Student Rep Gold Award 2026
Bristol Data Week, University of Bristol 2026
UWE Hackathon 2025 & 2026
Freelance web developer, live client sites