Projects & Experiments

November 2026

A from-scratch agent harness built from scratch in order to deep dive into harness engineering.

May 2026

An autonomous CLI agent that takes a natural language coding request and delivers a complete, reviewed Python project — planning, writing, code-reviewing, and fixing in a single workflow.

April 2026

A LangGraph-powered personal finance chatbot with tier-based model routing, structured output, multi-turn memory, and streaming support.

April 2026

A LangGraph multi-agent travel planner where a Supervisor Agent coordinates specialized Flights, Hotels, Activities, and Itinerary subagents to build complete trip plans from a single request.

April 2026

Production-ready LLM observability using Langfuse — trace every call, cut costs with smart model routing and semantic caching, and stay compliant with built-in PII redaction.

February 2026

End-to-end RAG system with document chunking, retrieval, and LLM evaluation.

February 2026

QLoRA fine-tuning of LLaMA 3.2 for product price prediction with W&B tracking.

February 2026

Build an autonomous system of agents to find online deals and notify users.

January 2026

Understanding LLM reasoning model architecture through Sebastian Raschka's book.

September 2025

Step-by-step guide to training and fine-tuning Language Models from scratch.

August 2025

Conversational AI assistant for career-related questions using LLMs and RAG.

June 2025

Multi-agent trading system with 4 autonomous agents powered by MCP servers and 44 tools.