Experience
A concise overview of my work, academic background, and selected technical projects.
Timeline
Machine Learning Engineer · Genpact
- Building LLM post-training, evaluation, and large-scale deployment systems.
- Focus areas: reward modeling, RLHF/DPO/GRPO, scalable synthetic data generation.
- Production direction: deploy SLMs with human-aligned evaluation metrics.
BITS Pilani, Goa Campus
Dual degree in Mathematics and Electronics.
- Reinforcement Learning
- Probability and Statistics
- Linear Algebra and Optimization
- Signals and Systems
Selected Projects
moe-from-scratch-and-upcycling
From-scratch MoE implementation with sparse upcycling and continued pretraining experiments.
branch-train-mix-moe
BTX-style MoE proof of concept: branch, train, mix, then router finetuning and diagnostics.