Projects

• ChatSheetPT

  Open-source multimodal RAG pipeline for design specifications. Indexes design documentation into vector and document stores via partitioning, enabling semantic search across text, tables, and images. (Python, LangChain, Docling)

• WrapItUp

  Event-driven microservice on AWS (API Gateway, Lambda, DynamoDB, S3, Cognito) that lets users record and transcribe voice messages and receive LLM-generated summaries on a React frontend.

• HR AI-Assistance

  Full-stack web app that lets users upload CVs and receive a rating against a vacancy, ranks CVs against job descriptions, and can generate new vacancies from bullet points. (TypeScript, Python, MongoDB, Docker)

• NBA Game Prediction Model

  Predictive models for NBA game outcomes, reaching 66% accuracy — trained, evaluated, and compared Logistic Regression, SVM, Random Forest, Gradient Boosting, Ridge Classifier, and Neural Network models. (Python, scikit-learn)

• Full-Stack Project Management App

  Distributed system for collaborative time tracking and project evaluation. Frontend in JavaScript, React, and Material UI; backend in Python, MySQL, and Flask/Flask-RestX, deployed on Google App Engine.

• CRISP-DM Project

  End-to-end analytics workflow for productivity data across teams in a manufacturing plant. Performed data exploration, data preparation, and baseline modeling in RapidMiner, then ported the pipeline to Python for hyperparameter tuning. (RapidMiner, Python)