Musab Waseem
@musabwaseem
I build AWS-native RAG, generative AI, and MLOps systems for enterprise automation.
PakistanWhat I'm looking for
I'm building production AI systems at Barkat Steels, including an ANN sales forecasting model that improved trend prediction accuracy by 25% and Python ETL pipelines that reduced manual processing by 30%.
I've also architected AWS-native RAG platforms with LangChain, OpenSearch, Bedrock, Kendra, Lambda, and API Gateway. My work spans agentic healthcare AI, industrial IoT question answering, multimodal content generation, and LLM evaluation, prompt engineering, and LoRA fine-tuning.
Experience
Work history, roles, and key accomplishments
AI Engineer
Barkat Steels
Jul 2025 - Present (1 year 1 month)
Engineered an ANN-based sales forecasting model integrated with enterprise data on AWS EC2, improving trend prediction accuracy by 25%. Modernized legacy data infrastructure with automated Python ETL pipelines, reducing manual processing time by 30%.
AI Automation Engineer
Dr. Imran Ahmed, COMSATS University
Jan 2025 - Apr 2025 (3 months)
Engineered high-performance data preprocessing and transformation workflows using MATLAB and C++, utilizing AWS S3 and EC2 compute environments to reduce manual processing overhead by 40%. Developed dynamic data visualization pipelines to extract actionable insights.
Data Science Intern
i3rl
Jun 2024 - Aug 2024 (2 months)
Spearheaded development of a multi-modal content generation engine integrating GPT-4 and Stable Diffusion APIs, automating synthesis of marketing assets. Optimized LLM performance via prompt engineering and LoRA fine-tuning, boosting output relevance by 15%.
Education
Degrees, certifications, and relevant coursework
FAST (NUCES)
Bachelor of Science, Artificial Intelligence
2021 - 2025
Pursued a Bachelor of Science in Artificial Intelligence, focusing on machine learning, deep learning, and AI applications.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Job categories
Skills
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