Hire Vinay H. - RAG Engineer

About vinay

I’m a Software Engineer with 3 years of professional experience in machine learning, computer vision, end-to-end pipeline development. Over the past few years, I’ve worked on projects that span the entire ML lifecycle — from training and fine-tuning deep learning models, to deploying them in production with frameworks like NVIDIA DeepStream, Openvino, and Triton Inference Server, to building supporting data pipelines with python, fastapi, SQL and NOSQL databases.What excites me most is taking a research idea or prototype model and turning it into a reliable, scalable system that delivers real-world impact. I’ve built real-time object detection solutions for applications like license plate recognition and safety monitoring, optimized inference pipelines to cut latency and streamline deployment.Recently, my focus has expanded into Generative AI and Large Language Models (LLMs). I’m exploring techniques like Retrieval-Augmented Generation (RAG), prompt engineering, LLM fine-tuning, Agent building to apply foundation models to enterprise and custom use cases. My background in traditional ML and computer vision gives me a strong technical base, while my hands-on software engineering experience ensures I think beyond models — into usability, scalability, and maintainability.Looking ahead, I aim to specialize in AI/ML engineering roles that combine deep technical work with practical deployment at scale. Whether it’s optimizing inference pipelines, designing end-to-end GenAI systems, or building AI-powered applications, I’m driven by the challenge of making cutting-edge technology accessible, reliable, and impactful.

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