Feb 12, 2026
My First Attempt at Fine-Tuning an SLM using Unsloth
A hands-on breakdown of turning a small language model into a focused information extraction system for NER-style tasks.
Writing
Back to home pageBlogs Documenting My Projects and Learning
Thoughts, lessons, and breakdowns from the projects I build.
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Feb 5, 2026
What I Learned Building a Transformer Model from Scratch
A practical reflection on implementing transformer mechanics directly to demystify how the architecture actually works.
Jan 27, 2026
I Built an AI Crew to Automate My Job Applications. Here's What I Learned.
A build log on orchestrating AI agents to automate repetitive application work while keeping human judgment in the loop.
Jan 18, 2026
Beyond Keywords: How I Taught an AI to Recommend Books Based on Vibe
An applied recommendation-system experiment focused on translating subjective intent into more useful retrieval signals.
Jan 5, 2026
Chat With Your Financial Data: Building a SaaS Metrics Copilot with a Local LLM
A walkthrough of building a local-LLM copilot that turns financial questions into structured analysis over business data.
Jul 9, 2025
Building My First MCP Server: Connecting Claude to PostgreSQL
A practical article about using Model Context Protocol to connect an LLM workflow to structured PostgreSQL data.