I'm a Senior Machine Learning Engineer building agentic AI systems, from RAG pipelines and multi-agent frameworks to memory-aware assistants and, most recently, the infrastructure to evaluate whether these agents actually behave correctly rather than just sound correct. I open-sourced AgentRubric, a trajectory-scoring framework for LLM agents, born out of building evaluation pipelines in production. Most recently, I single-handedly built INDEX 0, a free learning platform that scaled to 78,000+ users across 152 countries in just a few weeks. It runs entirely on your own machine, works with any model provider, Anthropic, OpenAI, LM Studio, Llama.cpp, or Ollama running Gemma, so your data never leaves your device. It offers local coaching for DSA, courses in AI/ML, Electronics, and System Design, mock interviews with Zero, your friendly fox coach, brain capacity games, and a lecture gallery, all in one place. It's already helping people with little or no internet access keep learning offline. It will always be a 100% free. Knowledge should be, so go learn. I am deeply interested in Computational Neuroscience + Reinforcement Learning + JAX as a path to rethinking how we build intelligent systems. By studying how the brain learns and generalizes, I aim to bring those principles into ML to build systems that are more fluid, robust, and truly intelligent, with the long term goal of contributing to 'AGI' :) I run JAX-RL-Lab, a public repo of daily JAX and RL implementations, and write about it on my blog, "Learning JAX as a Senior ML Engineer," documenting what it looks like to rebuild fundamentals from zero while working full time. I also teach DSA on YouTube, because explaining an idea clearly is usually the fastest way to find out if you actually understand it. My longer term interest is computational neuroscience as a lens on intelligence. I study how biological systems learn with so little data, and ask what's missing from how we build ML systems. I built a game controlled by my own brain signals, and SilentVoice, a sign language translating glove combining embedded sensors with ML gesture classification, published as an open source Instructable. Electronics and 3D printing are how I turn ML ideas into things I can hold. Outside of work, I blend cinematography and technology. I directed the world's only short film on Algorithms and Data Structures, because I believe the best technology is also a story worth telling :)