These are some of the projects I’ve completed so far, and each has its own blog post. Click through to see the full details, code snippets, and what I learned while building them!

Projects are listed in chronological order, with the most recent first.

SimBot 💬

A custom chatbot for my blog.

Email Genie 🧞‍♀️

Semantic search app for ~30,000 Enron emails using vector embeddings, FAISS and a GPT-powered interface.

12 Days of Data 🎄

Generated personalised Christmas-themed stories using GPT-4 and Streamlit, with dynamic prompts based on user input.

Trick or ReTreat 🎃

Custom reinforcement learning environment with Q-learning and Deep Q-Networks in a Halloween-themed setup.

Sound-Decisions 🎧

Hybrid headphone recommender system using content-based and collaborative filtering, powered by web-scraped Amazon data.

TimeSeries Forecasting of Microsoft Stock 📈

Predicted Microsoft stock prices using baseline and advanced timeseries models, incorporating exogenous variables like interest rates and trading volume.

Sign-Lingual 👐

A machine learning interpreter for American Sign Language (ASL). Trained models using CNNs and Transfer Learning, tested on real-world images.