Portfolio

Check out some of my recent more impressive projects

Professional Work

LLM powered by KGs and RAG for PDF processing

Built an LLM system processing engineering manual PDFs using RAG and Knowledge Graphs for semantic search and data visualization at National Highways.

RAG Knowledge Graphs Data Visualisation LLMs
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Deweathering model

Developed a computer vision model classifying and removing weather conditions from CCTV images to improve visibility analysis for National Highways.

Computer Vision Classification models Deep Learning
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Geospatial Habitat Segmentation

Built a segmentation model identifying habitats and environmental characteristics from geospatial data on UK road networks.

Computer Vision Segmentation models
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Toolkit Integration Engine

Built a dynamic API integration framework enabling seamless connectivity between CRM and accounting systems via CLI.

API's CLI
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SalesAPE

Developed an automated platform converting small businesses into online operations with live websites, lead capture, and booking systems in minutes.

Full-stack dev MVP
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Independent Builds

BSc Dissertation

Sentiel1

BSc Dissertation. Built a dual-branch ResNet50 system identifying vehicle make, model, and year from images in 46ms, achieving 81.71% hierarchical accuracy for court-admissible accident reconstruction.

Computer Vision Deep Learning ResNet50 Dissertation
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ExcelPoint webapp

Created an AI-powered web application for educational development and finding courses for students.

DevOps Web Development RAG Startup
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FaceRegg

Founded an image recognition and verification SAAS startup providing facial verification and authentication services.

Computer Vision Neural Networks Startup SAAS
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Payment Authorisation Simulator

A CLI-first payment authorization simulator that models issuer behavior, retries, routing, 3DS, and chargebacks to evaluate smarter decision strategies.

Payment Systems Simulations Analytics Finance
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Hackathons and Competitions

Top 5 of ~50 teams

Street Fighter AI agent

Developed a reinforcement learning agent for Street Fighter in a global competition, placing in the top 5 teams.

Reinforcement Learning Machine Learning Hackathon AI agents
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Top 10 of 200 teams

PersonaSync

Built an AI voice agent transforming survey data collection through real-time conversational interactions, placing in top 10 across Europe.

Voice Agents Hackathon API's
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PolyGrand

Created a decentralized prediction market platform enabling betting and arbitrage opportunities on blockchain infrastructure.

Crypto Web3 Hackathon
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University Projects

Academi mobile app

Built a mobile application enabling students to manage and collaborate on academic tasks and projects, achieving 90% grade.

Mobile dev Uni Project
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Bicycle time series predictor

Developed multiple regression models with feature engineering to predict hourly bicycle usage patterns, achieving 85% grade.

Feature Engineering Uni Project Machine Learning
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