Blog.
The architecture, the awkward edge cases, and what I’d change next. Technical walkthroughs grounded in the actual code.
- What building agents taught me about production engineeringBuilding agents at Gimmie changed the questions I ask before I trust an automation: where the evidence came from, what the system was allowed to change, and what happens if it stops halfway.Medium, September 17, 2026
- I Built an LSTM from Scratch in C++. Here’s What I Learned.I could use an LSTM through a library, but I wanted to understand the machinery. A record of implementing the gates, managing memory, and finding out what I had taken for granted.Medium, November 24, 2024
- How I Built Rig Veda Explorer: Combining Ancient Texts with Modern AIAn interest in ancient texts became a software project. Notes on bringing Sanskrit, transliteration, and translation together, and the practical problems along the way.Medium, November 24, 2024
- A weekend at the AITX hackathonForty-eight hours in Austin with teammates, GPUs, and three experiments: crash-risk prediction, image enhancement, and shipping congestion. What stayed with me was the debugging and the people doing it alongside me.LinkedIn
- Getting four agents to work togetherResearch, analysis, trading, and validation agents sharing a pipeline. I wrote about coordination, tracking API costs, and seeing what happens when one part of the system falls behind.LinkedIn
- Leveraging FastAPI for NLPAn earlier post on using FastAPI for natural-language processing.Medium, December 25, 2022