Engineer's brain
I love building agents and pipelines that actually solve a problem — from real-time pose estimation to natural-language task agents.
> PRESS START
Hi, I'm Manish Biswas.
I build AI & ship products.
Manish Biswas — AI Engineer and Product Manager from NIT Agartala (SIH 2023 finalist). Recent ships include Ironclad, GeoStocks AI, and an AI CI/CD log analyzer — LLM agents, computer vision, and full-stack products people actually use.
12Projects shipped
SIH '23Finalist
1k+Users impacted
$ whoami
manish_biswas
$ cat skills.txt
python · fastapi · react · llms · cv · product
$ status
building & shipping_
About Me
A short story before the long game.
Product's heart
I obsess over user pain, metrics that matter, and shipping the smallest thing that proves the idea before scaling it.
Always shipping
SIH 2023 finalist, multiple side projects in production, and constantly experimenting with new AI primitives.
Skill Tree
Leveled up over years of building.
AI & ML
- LLMs & Agents
- OpenAI / Gemini APIs
- Prompt engineering
- MediaPipe · OpenCV
Backend
- Python · FastAPI
- Node.js · Express
- WebSockets
- MongoDB · Firebase
Frontend
- HTML · CSS · JS
- React · React Native
- Responsive design
- Animations & UX
Product
- User research
- MVP scoping
- Metrics & A/B
- Roadmapping
Chat with my AI twin
Ask anything — projects, skills, philosophy, snacks.
AI Twin
online
Hello! Ask me anything.
Case Studies & Projects
A blend of product thinking and engineering execution.
Featured
Explore More
Deep dives live on my blog and product management hub.
Let's connect
DMs open. Pick your poison.