Navdeep Singh
Machine Learning Engineer | AI Researcher specializing in Large Language Models and Computer Vision Systems at Scale | ML/DL, MLOps, Model Optimization, CI/CD, Distributed Systems
- Role
- Machine Learning Engineer at Stealth Startup
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
About Navdeep Singh
As a Machine Learning Engineer, my work centers on developing a serverless AI-powered Q&A platform using AWS Lambda and Groq\'s LLaMA 3.1 language model. I focus on building RESTful API endpoints and implementing zero-shot learning techniques to classify user queries across diverse domains, including finance, healthcare, and education. Currently pursuing a Master of Engineering in Robotics at the University of Maryland, I bring a solid foundation in deep learning, computer vision, and large language models. With prior experience as a Computer Vision Engineer at MIRAGE Lab and as an AI Engineer at GAMMA Lab, my expertise includes semantic segmentation, vision-language models, and optimizing large language model inference costs. I am committed to advancing AI technologies through scalable and efficient solutions.
Experience
Machine Learning Engineer
Sep 2025 — Present
Building a serverless AI-powered Q&A platform on AWS Lambda that classifies user questions across 35+ specialized domains and generates context-aware expert responses using Groq\'s LLaMA 3.1 language model. Developing RESTful API endpoints with Flask and serverless-WIFI to enable zero-shot text classification and intelligent answer generation, supporting domains spanning finance, healthcare, education, and sports. Implementing advanced NLP classification using zero-shot learning techniques to automatically categorize user queries into relevant domains without requiring extensive training data.
Education
University of Maryland
Master of Engineering - MEng, Robotics
Guru Teg Bahadur Institute of Technology
Bachelor's degree
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