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1. LLM-Inference-Ops LLM-Inference-Ops Public

   Jupyter Notebook

2. scaling-llms-distributed-systems scaling-llms-distributed-systems Public

   Study notes on scaling LLM training, distributed systems, and inference, worked through the JAX scaling book end to end.

3. rlhf-from-scratch-on-distilgpt2 rlhf-from-scratch-on-distilgpt2 Public

   RLHF pipeline from first principles: SFT, LoRA, reward modeling, PPO, and DPO/IPO/KTO/ORPO/SimPO, unit tested and run end to end on DistilGPT2

   Python

4. llm-agent-calibration-eval-harness llm-agent-calibration-eval-harness Public

   LLM eval / RL-environment design harness: calibrating agent failure modes across 5 forecasting tasks

5. Alameda-vsli-placement Alameda-vsli-placement Public

   Gradient-based optimizer for VLSI cell placement: annealed overlap penalty + staged schedule. 2nd place on the par.tcl 2026 ML Systems intern challenge leaderboard (0 overlap, 0.263 wirelength).

   Python

6. Kenda_Tires_Sales_Forecasting Kenda_Tires_Sales_Forecasting Public

   End to end SKU level sales forecasting system built for a tire distributor. LightGBM global model, Croston SBA for intermittent demand, MinT hierarchical reconciliation, and A to D confidence gradi…

   Jupyter Notebook