This is where I share what I build, how I build it, and the lessons I learn along the way. ML, Gen AI, LLMs, and experiments in AI all included
Early-stage emotionally-intelligent AI companion focused on memory, safety, and human-like support. Currently iterating on system prompts and prompt-engineering to make interactions safer and more empathetic.
Try Maira (beta) For Free →Ever wondered how social media algorithms know you so well? I built one from scratch to find out, everything from basic scoring to embeddings, FAISS indexing, and the exploitation-exploration tradeoff. A deep dive into the math and code behind your For You page.
Read the full story →Ever wondered how social media algorithms know you so well? I built one from scratch to find out, everything from basic scoring to embeddings, FAISS indexing, and the exploitation-exploration tradeoff....
How I built a distributed training infrastructure that achieved 99.7% AUC-ROC on Ethereum fraud detection while keeping data private. Complete technical breakdown of the federated learning architecture.
I am an AI engineer pursuing my MSc in AI at the University of Leeds, passionate about generative AI and building systems that people actually use. So far, I've focused on creating AI and ML systems, developing end-to-end pipelines, and contributing to a few research projects along the way. I'm curious about exploring AI research more deeply and always up for new challenges.
This site is where I document what I build and how I build it. Think build logs, technical breakdowns, and lessons learned from shipping AI products.
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