Professional Overview
Are you looking to supercharge your robotics or CV pipeline with high-performance, production-ready ML solutions? I specialize in building real-time perception systems that bridge cutting-edge and impact-driven research and robust deployment. I'm Shantanu Singh, a Computer vision & ML Engineer with over 7 years of experience across robotics, healthcare and edtech companies.From patented floor segmentation systems, publications in international venues like ACM and IROS, to automated annotation platforms using foundation models, I’ve led teams and shipped models that work reliably in the real world, on the cloud and on edge devices.Let’s build smarter, leaner, and more scalable ML systems together.
Areas of Expertise
Computer Vision
Develop image recognition, object detection, video analysis, and multimodal AI systems for real-world applications.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
