PhD-trained Senior Researcher & Machine Learning Engineer with 10+ years of experience designing, developing, and deploying scalable deep learning systems. Proven expertise in managing the full ML lifecycle—from requirements gathering, data and model development (including recommendation, classification, and optimization solutions) to production deployment on distributed and GPU-accelerated environments. Adept at collaborating with cross-functional teams to deliver business-impact solutions.
Core expertise includes CNNs, VAEs, Denoising Diffusion models, Neural ODEs, Self-Supervised Learning, Model Quantization, Explainable AI (XAI), Multi-Modal Learning, Video/Image Processing, Augmented Reality, and LLM/CV integration. Published innovator with 15+ papers in top journals (Nature, IEEE, MICCAI) and experience securing NIH grants.