Aryan Shirke
AI PM + Product Strategy, Agent Infra, Zero-to-One Products, GenAI Systems, Developer Tools, and Applied ML
Glimpse - AI photo delivery for events
Founded and built an AI-powered photo delivery platform for event organizers. A custom face-clustering engine (VirAI) means guests find every photo they're in without scrolling through thousands of shared images.
A causal inference toolkit for Google's Data Science team
Cornell MPS sponsored capstone: a modular Python package for causal effect estimation - matching, regression, instrumental variables, and difference-in-differences - behind a consistent, simulation-validated interface.
GCP + Qlik data-ingestion automation
As AI Product Manager at Mahindra & Mahindra, owned requirements, roadmap, and stakeholder alignment for an enterprise data-ingestion automation initiative - alongside two internal agentic products.
About
Building trustworthy AI products
AI Product Manager - building at the intersection of GenAI, agent infrastructure, and 0-to-1 products.
Hi there
I’m Aryan Shirke, an incoming Information Science MPS student at Cornell (Fall 2026), coming from a CS engineering background. I spent the last year and a half as Product Lead - AI Product Manager at Mahindra & Mahindra, shipping GenAI and agentic systems inside a large enterprise, and before that building AI products as an independent consultant and founder of Glimpse.
I care about the seam between what a model can technically do and what a real user will actually trust and use - the problem I want to keep solving as an AI PM at a company building the tools other builders depend on. I still build a lot of what I ship myself; some of that is on the Engineering page. Always open to a conversation - feel free to get in touch.
Read what managers & professors say
Skills & tools
What I reach for most, grouped by where it gets used.
- Python
- PyTorch
- TensorFlow
- LangChain
- RAG
- FAISS
- YOLOv8 / v11
- GANs
- Transformers
- Computer Vision
- Product Strategy
- Roadmapping
- 0→1 Products
- Stakeholder Alignment
- User Research
- A/B Testing
- GCP
- Qlik
- Docker
- FastAPI
- SQL
- Firebase
- React / Remix
- Node.js
- Flutter
- Three.js
- Firestore