Writing & Thoughts

The Blog

Deep dives into software engineering, distributed systems, machine learning, and the craft of building things that scale.

2 posts published

Building Scalable Systems: Lessons from Processing 50M Events/Day

What I learned about distributed systems, performance optimization, and engineering trade-offs while building a high-throughput data pipeline in production.

November 15, 20248 min read

Machine LearningLLM

Fine-Tuning LLMs on a Budget: From LoRA to Production

A practical guide to fine-tuning large language models for domain-specific tasks using parameter-efficient methods, with real results from my research.

October 2, 202412 min read