Muhammad Humzah Shaikh
Generative AI Engineer | Machine Learning Engineer
About
AI & Machine Learning professional with experience in Generative AI systems, dataset engineering, and model quality assurance in HITL and MLOps environments. Skilled in prompt engineering, RAG-ready workflows, dataset validation, and AI model evaluation to improve performance and production reliability. Experienced in supporting production ML pipelines, autonomous systems, and large-scale LLM initiatives, including contribution to an indigenous LLM development project.
Skills & Expertise (15)
Work Experience
AI Prompt Engineer
NVIDIA
Oct 2024 - Present
Optimized prompts and structured datasets to improve LLM and ML model performance. Built, cleaned and validated large-scale training datasets, including perception data for Autonomous Vehicle (AV) AI systems. Performed annotation auditing, ground-truth verification and AI model output evaluation to improve accuracy and deployment readiness. Supported production ML pipelines and autonomous vehicle (AV) data workflows by identifying edge cases and ensuring high-quality training data. Ensured data, annotation consistency and quality compliance across AI systems within HITL and MLOps framework.
Artificial Intelligence Intern
Tech Mahindra
Oct 2023 - Jun 2024
Contributed to India’s indigenous LLM development initiative (Project Indus). Performed multilingual data preprocessing and dataset preparation. Assisted in model fine-tuning and prompt evaluation. Conducted API testing, inference validation, and debugging in staging environments.
Education
B. Tech, Computer Science Engineering (Data Science Honours) - MGM'S Jawaharlal Nehru Engineering College
- 2024 · Afghanistan
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Skills (15)
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