LoRA and DoRA Implementation
Parameter-efficient fine-tuning from first principles — every matrix decomposition derived and implemented in PyTorch without libraries. Validated against Hugging Face PEFT outputs for correctness.
Personal project
Projects tagged pytorch
Back to portfolioLearning with Verifiable Rewards
An empirical study of GRPO, controlled ablations, uncertainty, and failure modes in reinforcement learning with verifiable rewards.
Personal project
🔨 In Development — model foundations complete
Tailor: Size Recommendations at Farfetch Scale
Sequence classification models for personalized size prediction in luxury fashion — LSTMs, attention mechanisms, and a published paper at ACM RecSys 2023.
Farfetch 📄 ACM RecSys 2023