Computer vision, predictive modeling, generative AI, and full-stack systems. Featured work is on the home page; the full list lives here.
Computer Vision · Live
End-to-end computer vision platform for vehicle and pedestrian detection, multi-object tracking, trajectory analysis, and traffic analytics. Includes real-time detection, directional counting, FastAPI inference, annotated playback, speed estimation, license-plate OCR, and VLM-based event analysis with semantic retrieval.
AI / ML · Live
End-to-end credit risk platform built from 1.1M+ transaction records, combining predictive modeling, explainability, APIs, and a web interface. Addresses class imbalance and temporal feature engineering, benchmarks XGBoost against a deep neural network (AUC 0.945), and serves SHAP explanations through a Flask API and Next.js frontend.
GenAI / RAG · Live
Full-stack AI application for soccer match search and video discovery using RAG, semantic retrieval, ranking logic, and a Next.js/FastAPI architecture. Uses SentenceTransformers and ChromaDB with recency-aware ranking, home/away team interpretation, official-source prioritization, and automated filtering of simulations and low-quality content.
Data Science · Live
A Next.js application that predicts apartment prices using machine learning models. Features an interactive interface for users to input property details and receive price predictions.
Backend · Completed
A robust backend API for e-commerce applications built with NestJS. Features user authentication, product management, order processing, and comprehensive testing suite.
Full-Stack
A modern web application for tracking and analyzing stock market data. Built with Vite and React, featuring real-time market data visualization and interactive charts.
Data Science · Completed
A comprehensive data science project focused on algorithmic trading strategies. Features financial data analysis, trading algorithms, and market prediction models using Python.
Desktop · Completed
A comprehensive Windows Forms application for managing Shoprite's inventory system. Features user authentication, inventory tracking, and business management tools built with C#.
Mobile · In Development
A React Native mobile application for crop management and agricultural assistance. Features user authentication, data management, and Firebase integration for real-time updates.
AI/ML work sits on top of software engineering, data systems, and deployment.
PyTorch, TensorFlow, scikit-learn, computer vision, RAG
Python, pandas, SQL, PostgreSQL, MongoDB
FastAPI, Flask, REST APIs, Docker
TypeScript, Next.js, Git, AWS, CI/CD
