Mike Kawasaki
MKK Blog project
RAG RAG vs LoRA Pong (RL) FE
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MKK Frontend

Aug 2024
Home (Pong RL Agent)Mike 3.0 (RAG Chatbot)
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MKK Blog

Aug 2024 - Dec 2025
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Mike 3.0: RAG Powered LLM Model for Chatbot Backend
Personal

Mike 3.0: RAG Powered LLM Model for Chatbot Backend

RAG backend chatbot service built with FastAPI and pgvector. It features real-time document ingestion and LLM-powered responses.

RAGFastAPIPythonuvPostgreSQLpgvectorPytest+6
RAG vs LoRA: LLM Fine-Tuning Comparison for Mike 3.0
Personal

RAG vs LoRA: LLM Fine-Tuning Comparison for Mike 3.0

An experimental comparison between RAG and LoRA for building a personal portfolio chatbot.

LoRARAGMLXOllamaGemmaLangflowSupervised Fine-Tuning+4
Pong (Reinforcement Learning) with WebSocket Backend
Personal

Pong (Reinforcement Learning) with WebSocket Backend

Training PPO agents to master Atari Pong using PyTorch and PettingZoo, served to browser via WebSockets.

RLPPOPyTorchFastAPIuvWebSocketPettingZooGymnasium+5

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