Shubham Murkute
@user.2534252
Sr. Data Scientist | Computer Vision | Generative AI | LLM | RAG | NLP
Pune, India
Shubham Murkute is a Senior Data Scientist with 6.5 years of expertise in Computer Vision and Generative AI model building. He is proficient in architectures such as Faster-RCNN, Mask-RCNN, YOLO V7/V9, and CycleGAN, and has delivered innovative solutions for vehicle damage detection, fraud detection, and NLP-based chatbots across the automobile, insurance, and oil & gas industries. Shubham has co-founded an AI startup and deployed production-grade models using Docker and Kubernetes.
Experience
Sr. Data Scientist
Claim Genius
Developed synthetic damage data using AttentionGAN and CycleGAN; built RAG LLM model for insurance document extraction; improved body panel segmentation with Detectron2 + PointRend (F1: 0.93); trained damage detection with YOLO V7 (F1: 0.80); deployed models on Docker and Kubernetes with RabbitMQ.
Sr. Data Scientist
Quest Global
Designed Faster R-CNN object detection for oil & gas; developed OCR model for API standards documents; implemented Mask-RCNN & Detectron2 for damage detection on drill bits.
Co-Founder & Data Scientist
InArtiGence.ai
Created architecture roadmaps for auto claims processing; implemented Mask R-CNN for 36 vehicle body panel detection; developed Mask-RCNN damage detection model for scratches, dents, and tears.
Manager - Motor Claims
Tata AIG General Insurance
Analyzed insurance claims, investigated fraudulent claims, managed loss adjustments, and managed a team of claims handlers.
Education
IIHT
Savitribai Phule Pune University
Amrutvahini Polytechnic, Sangamner
Licenses & Certifications
PGD in Data Science
IIHT (Mumbai)
PGD in Piping Engineering
Suvidya Institute of Technology
Python Gold Badge
HackerRank