Shipping production ML systems and data pipelines that don't break at 3am. Currently at SP Software (Hyderabad) — automating workflows that move 2.5M+ records / day, integrating LLMs into real products, and chasing better latencies between coffees.
I'm a developer who lives at the intersection of Python, ML, and the messy business of moving data. By day I build pipelines and ML integrations at SP Software; the rest of the time I'm building tools that try to do something genuinely useful with AI.
I spent a year evaluating 1,200+ LLM responses as a freelance analyst at Outlier AI — coding, math, creative writing — which made me unreasonably opinionated about what good AI output actually looks like. That informs how I build now: less hype, more verification.
Outside the terminal: motorcycles, badminton, the gym, and math problems for fun. Yes, fun.