Notes

Case studies and project documentation showcasing AI/ML engineering projects, technical implementations, and real-world solutions I've built.

Case Study

Quest to Solvin Case Study

Building an AI-driven interactive storytelling prototype with dynamic NPC generation, personality traits, and quest mechanics using OpenAI APIs.

AI Storytelling OpenAI Streamlit
8 min read Read more
Case Study

RAG-on-Me Case Study

A minimal Retrieval-Augmented Generation system that turns my resume into an interactive chatbot, demonstrating modern AI pipeline architecture with LangGraph and FastAPI.

RAG LangChain FastAPI PostgreSQL
10 min read Read more
Case Study

Customer Churn Predictor API Case Study

End-to-end machine learning deployment project: from data preprocessing to production API, showcasing ML engineering skills with FastAPI and Docker.

Machine Learning FastAPI Docker Scikit-learn
7 min read Read more
Case Study

Gentleman's POS Case Study

Modular Python web application for dual-service business operations, featuring Flask blueprints, hardware integration, and real-world deployment.

Python Flask POS System Hardware Integration
9 min read Read more

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