All Work
A complete list of things I've built, researched, and shipped. For the highlights, see the main portfolio.
| Year | Project | Made At | Built With | Links |
|---|---|---|---|---|
| 2026 | Aamrutham — Agri E-Commerce Platform Full-stack platform connecting farmers to consumers. Live, trading this mango season. | Personal | React Node/Express PostgreSQL Razorpay Twilio Vercel | Live GitHub |
| 2026 | OctoNexus Power — Company Website Production React application for a green hydrogen startup. Multi-page, AWS Amplify backend. | OctoNexus Power | React AWS Amplify Redux Material UI Vercel | Live |
| 2026 | Green Hydrogen Demand Forecasting End-to-end ML pipeline on Azure Databricks forecasting green hydrogen energy usage from real energy datasets. | OctoNexus Power | Databricks Python Scikit-learn Time-Series Azure | GitHub |
| 2026 | Housing Credit Default Risk 307K applications, 0.788 AUC. Medallion architecture with Delta Lake, Unity Catalog, LightGBM. | Personal | Databricks PySpark LightGBM MLflow Delta Lake | GitHub |
| 2026 | The Agency — Autonomous AI Agent Framework Multi-agent system with specialised agents for data extraction, summarisation, and task completion. | Personal | LangChain Python GPT-4 Claude Agents | GitHub |
| 2026 | TrafficJAms — Urban Mobility Analysis Traffic flow modelling and anomaly detection across large urban mobility datasets. Aberdeen road network. | Personal | Python Anomaly Detection Pattern Recognition Simulation | GitHub |
| 2024 | Extreme Weather Prediction System 1M+ records, 18% accuracy improvement for offshore safety. Part of the team recognised with a Digital Innovation Award. | Fennex / Noble Drilling | Python TensorFlow Azure ML Power BI | GitHub |
| 2024 | Loan Application Default Analysis Classification models predicting loan default risk. Exploratory analysis and model comparison across multiple algorithms. | Personal | Python Scikit-learn Classification EDA | GitHub |
| 2023 | UK Electricity Price Forecasting MSc thesis. Hybrid ARIMA + RL + Monte Carlo pipeline. 22% RMSE reduction, 60% faster processing via Azure ML. | University of Aberdeen | Python TensorFlow ARIMA Azure ML Monte Carlo | GitHub |
| 2023 | TOSSIB — Municipal Sanitation Analytics Royal Society-funded. Predictive modelling for sanitation infrastructure across India and Brazil. 82% accuracy. | University of Aberdeen / Royal Society | Python SVM KNN Spatial Analysis Power BI | GitHub |
| 2025 | Computer Vision Collection Series of computer vision projects — object detection, classification, SVM-based models, and neural network comparisons. | Personal | Python OpenCV TensorFlow SVM CNN | GitHub |
| 2026 | Career-Ops — AI-Powered Job Search System 14 skill modes, Go dashboard, PDF generation, and batch processing. Built on Claude Code. | Personal | Claude Go Python AI Agents | GitHub |