AI Engineer | ML Researcher | Data Storyteller
Building intelligent systems that learn, adapt, and solve complex real-world problems. Specialising in deep learning, NLP, and computer vision at the intersection of research and production.
About Me
"I believe AI's greatest power lies not in replacing human thought, but in amplifying it. Every model I build is a step toward a world where technology serves humanity more meaningfully."
Core Expertise
Portfolio
Production-grade AI systems, research prototypes, and open-source contributions spanning NLP, computer vision, and beyond.
Fine-tuned LLaMA-3 on legal corpora using QLoRA + RLHF, achieving GPT-4 parity on legal reasoning benchmarks at 1/20th the inference cost.
Expertise
A breadth of technical capabilities from research to production deployment.
Background
Academic foundation and industry credentials that underpin my practice.
Insights
Deep dives into AI research, engineering patterns, and experiments from the frontier of machine intelligence.
After deploying both approaches at scale, here's what the benchmarks don't tell you about retrieval-augmented generation vs. domain fine-tuning.
How one data leakage bug survived 6 months of code review, deployed to 12 markets, and quietly degraded model performance by 18%.
A practical walkthrough of quantised LoRA fine-tuning with actual throughput numbers, memory traces, and lessons learned from three failed attempts.
Get In Touch
Whether it's a research collaboration, consulting inquiry, or an ambitious AI product — I'd love to hear about it.
⬇ Download Resume