About This Blog
Hi, I’m Rohit Kumar — an AI Engineer specializing in Computer Vision, LLMs, Agentic AI, and Diffusion Models.
This blog is where I share deep technical dives into AI/ML topics that I find interesting. Expect:
- Mathematical breakdowns of neural network architectures
- Implementation tutorials with PyTorch code
- Research paper walkthroughs and critical analysis
- Production ML insights from building real systems
Background
I’m an IISc Bangalore M.Tech graduate (GATE AIR 221) currently working on:
- Diffusion pipelines for photorealistic product imagery at Avataar AI
- Agentic AI pipelines at Armada AI
Previously, I’ve worked on computer vision research, incremental learning, and built end-to-end ML systems.
Connect
Have questions or want to collaborate? Email me.