Projects
A collection of my work in AI, Automation, and Software Engineering.
Note: These are my personal projects. For professional projects and business solutions, please visit Aurelia Edge.
Pong AI with Deep Q-Learning
Implemented neural networks for game AI using PyTorch, showcasing advanced reinforcement learning techniques.
Finance RAG Implementation
Built a Retrieval Augmented Generation system for financial due diligence using GEMMA and Llama models. Features include data cleaning, embedding generation, vector search, and MongoDB integration.
Chatbot App with AWS Endpoint
Interactive AI-powered chatbot platform using AWS Lambda and API Gateway. Features real-time responses and serverless architecture.
Gemini CLI + MCP Documentation Generator
GitHub Actions workflow that automatically generates documentation using Google's Gemini CLI with Model Context Protocol (MCP) integration.
LlamaEval: Hackathon LLM Evaluation Dashboard
Rapid prototype for evaluating and comparing Llama models using the TogetherAI API. Deployed on Azure Container Apps.
FaceFixAI with Nano Banana
An AI automation project utilizing Nano Banana for facial image fixing and enhancement.
Analyzing the Impact of RAG in LLM-Based Code Generation
Master's research paper and implementation analyzing how Retrieval-Augmented Generation (RAG) impacts the performance of LLMs in code generation tasks.