ai/ml engineer · solo building multiple things · karachi
Agentic Research Assistant
11 node LangGraph pipeline, Pinecone for retrieval, Tavily for search, streams answers back in real time instead of making you wait and stare at a spinner.
Text to SQL Agent
Talk to it in plain english, it writes the SQL. Multi dialect, self correcting on errors, read only so it can't accidentally delete your entire database because it misunderstood a prompt.
Shortsmith
Feed it a long video, it transcribes, finds the actually interesting parts, reframes them vertical, adds captions. A human still has to approve before anything goes live because I don't trust AI that much either.
Machine Learning With Python From Scratch
17 topic series where I built the actual math instead of just importing sklearn and calling it a day.