I'm a Senior AI/ML Engineer at Mayo Clinic, building enterprise AI systems: LLM-powered search, conversational agents, and the infrastructure that makes them reliable at scale. Before this, I was the first engineering hire at Nobias Therapeutics, where I led a team designing cloud-native ML pipelines, RAG systems, and agent automations on AWS.
I started my career as a software engineer at Samsung right out of my CS degree, building C++ infrastructure, automated testing, and CI/CD pipelines for code running on millions of devices. That foundation in production-grade engineering shaped how I think about building reliable systems.
I took a detour through academia: PhD at Iowa State pioneering neural network approaches for biological sequence modeling, then a postdoc at Harvard Medical School building deep learning systems. Now I'm back in industry where I started. These days I care most about what makes AI actually work in production: evaluation harnesses, guardrails, structured outputs, the infrastructure that lets you ship LLMs without breaking things.
Mayo Clinic
Senior AI/ML Engineer. Working on enterprise AI systems: search, conversation platforms, evaluation frameworks, and production monitoring infrastructure.
Nobias Therapeutics
First engineering hire. Built the ML infrastructure from scratch: cloud-native pipelines on AWS, retrieval systems, agent automations, fine-tuned language models. Led a team shipping production AI for drug discovery.
Harvard University
Postdoc with Luca Pinello and Keith Joung. Built PyTorch models for large-scale sequence data: transformers, attention mechanisms, custom architectures. Contributed to open-source ML tools used by thousands of researchers.
Iowa State University
PhD in Computational Biology with Iddo Friedberg. Pioneered deep learning for biological sequence classification: RNNs, word embeddings, transfer learning. Published at ICML workshops and top computational journals.
Samsung R&D Institute
Software Engineer. Built C++ performance benchmarking infrastructure for Tizen OS, automated testing frameworks, and CI/CD integration. Shipped code running on millions of devices.
Islamic University of Technology, Bangladesh
BSc in Computer Science and Engineering.