Aditya Karnam
Hi, I'm Aditya Karnam
Software Engineer building AI systems that think beyond the prompt.
I'm obsessed with creating AI tools that don't just follow instructions—they understand context, adapt to edge cases, and make complex workflows feel effortless. Currently shipping products that help millions of users harness AI more effectively.
Universal embedding retrieval toolkit & agentic memory layer — unified API for 15+ vector backends with MCP support for Claude and autonomous agents.
pip install embenxAI Toolkit
Interactive tools that bridge the gap between "I have an idea" and "I have the perfect prompt." From dynamic prompt composers to reasoning mode toggles, turning prompt engineering from guesswork into a craft.
Intelligent Systems
ML pipelines that process massive datasets while maintaining human-like reasoning. Recommendation engines that understand nuance, not just numbers.
Currently exploring: How to make AI systems more interpretable without sacrificing performance.
Building something interesting? Let's connect — I love talking about the intersection of great UX and powerful AI.