Vinodh Kumar
AI | ML | Computer Vision
- Role
- Computer Vision Engineer at Tech Mahindra
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Vinodh Kumar
I am a Senior AI/ML Engineer with over 8.5 years of experience building and shipping end-to-end machine learning systems. My expertise has evolved from deep roots in Computer Vision (YOLO, UNet, MobileSAM) to architecting advanced Generative AI and LLM solutions for enterprise and healthcare.Core Expertise:Generative AI & LLMs: specialized in building RAG pipelines, deploying Agentic AI workflows, and fine-tuning LLMs using OpenAI APIs and Vector DBs (ChromaDB) for context-aware applications.Computer Vision: extensive track record in Object Detection, Segmentation, and OCR (PaddleOCR), including deployment on Edge devices (Jetson Nano, Android).Production Engineering: proven ability to optimize models for Edge (TFLite, TensorRT) and implement robust MLOps pipelines with observability tools like Fluentd, Loki, and Prometheus.I have led cross-functional teams to deliver complex technical solutions—from autonomous robots to healthcare conversational assistants—translating ambiguous business needs into measurable results. I am passionate about pushing the boundaries of what AI can achieve, whether through pixel-perfect vision models or intelligent autonomous agents.Publication links:http://dl.acm.org/citation.cfm?id=30•••11 and http://dl.acm.org/citation.cfm?id=29•••07 and
Experience
Computer Vision Engineer
Feb 2024 — Present · Hyderabad, IN
Education
Indian Institute of Information Technology, SriCity
Bachelor of Technology (B.Tech.), Electronics and Communications Engineering
2013 — 2017
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