Engineer at Amazon. I build AI systems and reproduce papers from scratch to understand them. Currently obsessed with training pipelines and agentic loops.https://jeetganatra.me/https://jeetganatra.me/writing/on-reproducing-gpt2/https://jeetganatra.me/writing/on-reproducing-gpt2/what I learned by building it instead of importing itFri, 12 Jun 2026 00:00:00 GMTessaytransformersdistributed-trainingml-systemshttps://jeetganatra.me/writing/why-i-read-karpathy-line-by-line/https://jeetganatra.me/writing/why-i-read-karpathy-line-by-line/a slow study in deliberate practiceThu, 04 Jun 2026 00:00:00 GMTnotetransformersml-systemshttps://jeetganatra.me/writing/lessons-from-shipping-an-ai-agent/https://jeetganatra.me/writing/lessons-from-shipping-an-ai-agent/production RAG, in the trenchesSun, 24 May 2026 00:00:00 GMTessayragagentsml-systemshttps://jeetganatra.me/writing/distributed-training-notes/https://jeetganatra.me/writing/distributed-training-notes/a working set of footnotesTue, 12 May 2026 00:00:00 GMTnotedistributed-trainingml-systemshttps://jeetganatra.me/writing/competitive-programming-and-systems-design/https://jeetganatra.me/writing/competitive-programming-and-systems-design/patterns underneath patternsTue, 28 Apr 2026 00:00:00 GMTessaysystemsml-systems