I am a Master of Engineering candidate at the University of Toronto with hands-on experience building and evaluating LLM-based systems, RLHF (PPO) for controllable generation, and reproducible ML experimentation. I enjoy crafting clean Python/PyTorch pipelines, performing rigorous evaluations (metrics + ablations), and turning research ideas into robust tooling and experiments.…I am a Master of Engineering candidate at the University of Toronto with hands-on experience building and evaluating LLM-based systems, RLHF (PPO) for controllable generation, and reproducible ML experimentation. I enjoy crafting clean Python/PyTorch pipelines, performing rigorous evaluations (metrics + ablations), and turning research ideas into robust tooling and experiments.WWWW…