AI that does
real work.
Not demos. Not wrappers. Practical tools that solve everyday problems, from journaling how your family feels to pulling evidence out of images and video.
See what I'm buildingShipped
Advanced XO, trained by reinforcement learning
A harder tic-tac-toe with 24 spots and 18 winning lines. The computer opponent learned by playing itself for 20 minutes, which covered about 2% of possible boards.
Chess engine in Python
A complete, playable chess game with a PyGame front end. Next up: an AI using minimax, alpha-beta pruning, and opening books.
In the lab
Mood and behavior journal
Quickly log mood, behavior and more, for your kids or yourself, and spot the patterns over time.
Forensic image and video analysis
Analyze images and video forensically to extract the details that matter.
Posts
About
I'm Mani. I hold a PhD in Industrial Engineering and build AI-powered tools that solve real problems.
Professionally, I built a data science team and an MLOps engineering team, and today I focus on
delivering agentic AI solutions for my company. Outside work, I build apps with agentic AI coding as a hobby.
Got a problem that fits? Let's talk.