Machine Learning Engineer with 3+ years of experience building production ML systems across Computer Vision and NLP.
Currently at Samsung Research Institute Bangalore (SRIB), working on on-device OCR using Vision Transformers for complex Asian scripts, focused on low-latency inference and real-world robustness on edge devices. Recipient of the Samsung Spot Award for outstanding contributions to improving ViT-based OCR models for live text translation across Latin and Asian scripts.
Previously worked in fintech on behavioral credit scoring using bank transaction data, covering the full ML lifecycle from modeling and validation to monitoring and deployment.
Interests include Vision Transformers, OCR, LLMs, model optimization, and scalable production ML systems. IEEE MIPR published researcher in video anomaly detection.
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