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Bio

I’m Ayush — final-year at IIT Roorkee. I work on ML systems and spend a lot of time on LLM training + fine-tuning infrastructure.

• Currently: Machine Learning Engineer at https://recepto.ai
• Selected for a $5k grant on a search-engine startup in pre-final year
• Side work: distributed training, GRPO, fine-tuning infra
• Goal: become one of the best in the world at fine-tuning infra in 6 months
• Mentored by @tokenbender, @dhruv-meherotra, @emonmeena
• More (non-work)

Writing

• my notes on Inference
• how memory in browser-use works
• my notes on RL
• leanings from my first RL training run or maybe runs
• BROADCASTING
• MY COMPLETE NOTES ON DISTRIBUTED TRAINING