Business Analyst and Data Analyst with 4+ years of industry experience at Google LLC and an MSc in Business Analytics (Distinction) from Swansea University. I build end-to-end analytical solutions — from data extraction and statistical modelling to production-grade interactive dashboards that drive real decisions.
Every project below has a live interactive demo. No installation. Click and explore.
| Project | What It Does | Stack | Links |
|---|---|---|---|
| ML Explainability & Monitoring | SHAP-style feature explanations · Data drift detection (PSI) · Fairness analysis · Partial dependence plots · What-if simulator | Plotly.js · JS ML | Demo · Code |
| Customer Intelligence Platform | K-Means clustering · RFM segmentation · Churn prediction · Cohort retention · Sankey customer journey | Plotly.js · JS ML | Demo · Code |
| NLP Sentiment & Text Analytics | Lexicon-based sentiment · TF-IDF keyword extraction · Aspect-based analysis · 5,000+ review corpus | Plotly.js · NLP | Demo · Code |
| RAG Pipeline Analytics | Embedding space visualisation (t-SNE) · Retrieval quality heatmaps · Cosine similarity · MCP tracking | Plotly.js · Vectors | Demo · Code |
| Customer Churn Prediction | SQL exploration → Feature engineering → Logistic Regression + Random Forest · 82% accuracy · AUC 0.86 | Python · scikit-learn · SQL | Demo · Code |
| Project | What It Does | Stack | Links |
|---|---|---|---|
| A/B Testing Analytics | z-test / t-test · Bayesian analysis · Sequential testing · Sample size calculator · Power analysis | Plotly.js · Statistics | Demo · Code |
| Time-Series Forecasting | Trend-seasonal decomposition · Multiple forecasting methods · Anomaly detection · Residual analysis | Plotly.js · Forecasting | Demo · Code |
| Real-Time Operations Analytics | Live KPI ticker (2.5s refresh) · Geographic heatmap · System health monitor · Threshold alerts | Plotly.js · Real-time | Demo · Code |
| Financial KPI Dashboard | Revenue vs Budget vs Forecast · EBITDA · P&L waterfall · Budget Variance RAG · UK retail data | Python · Excel · Plotly.js | Demo · Code |
| UK Job Market Analysis | 5,000+ listings scraped · Salary distributions · Top skills · Regional demand · Remote vs hybrid | Python · BeautifulSoup | Demo · Code |
| Skill | Evidence |
|---|---|
| End-to-End Delivery | Every project: raw data → modelling → deployed interactive dashboard |
| Machine Learning | K-Means, Logistic Regression, Random Forest — implemented from scratch, not just library calls |
| Statistical Rigour | Z-tests, Bayesian inference, power analysis, confidence intervals (A/B Testing) |
| NLP | Sentiment lexicons, TF-IDF, aspect-based analysis, topic extraction |
| AI Infrastructure | RAG pipelines, embedding spaces, MCP integration, retrieval metrics |
| Model Governance | SHAP explanations, data drift (PSI), fairness auditing |
| Real-Time Systems | Live data simulation, streaming KPIs, alerting |
| Financial Literacy | P&L analysis, EBITDA, budget variance, gross margin modelling |
Open to Business Analyst & Data Analyst roles — any industry, worldwide
UK-based · Graduate Visa · Available immediately
