ML engineer in Glasgow. I reproduce LLMs bit-exact, then run the ablations the papers skip.
Portfolio: yashb98.github.io
ML engineer in Glasgow. I reproduce LLMs bit-exact, then run the ablations the papers skip.
Portfolio: yashb98.github.io
Single-file PyTorch reproductions of SmolLM2-135M and Qwen3-0.6B at bit-exact parity with the reference weights, plus matched-compute architecture ablations.
Python 1
MSc Computer Science project, University of Dundee. End-to-end 3D head pipeline: PCA normalisation, 1,200-image rotation sweep, SixDRepNet pose estimation, and synthetic dataset rendering.
Jupyter Notebook
Orchestration patterns for long-running multi-agent LLM systems, with JobPulse daily automation and MindGraph knowledge visualisation.
Python 2
Enterprise voice-agent platform for real phone calls: Twilio + Gemini + Deepgram, visual flow design, multi-agent LLM routing, hybrid RAG and production observability.
TypeScript
Fine-tuned language models built with LoRA, Unsloth and Hugging Face Transformers - configs, training scripts and evaluation results included.
Jupyter Notebook
90 days of building ML end to end: 30+ projects across core ML, MLOps on AWS, and production capstones - code, notebooks and infrastructure for each.
Python 3