AI Research Engineer & Computer Engineering student at SSUET (GPA 3.5). Software Engineer at a UK firm, building production systems. I go low-level — designing transformer architectures from scratch, writing CUDA kernels, aligning LLMs with DPO & PPO, and probing hidden-state representations to forecast hallucinations before token generation.
141M-param transformer built from scratch · 15+ models on HuggingFace · 4 research papers · 8+ research projects
Large Language Models · Transformer Architectures · LLM Alignment (DPO, PPO, RLHF) · Mechanistic Interpretability · Efficient LLM Inference · Speculative Decoding · Knowledge Distillation · CUDA & GPU Programming
AI / ML
LLM Systems
Backend
Infra
Frontend
