Muhammad Abdulwaheed

AI Engineer building production-grade agentic AI, multi-agent workflows, RAG systems, evaluation platforms, and full-stack AI products. Strong in Python/FastAPI, LangGraph, LangChain, LangSmith, vector databases, React, MongoDB and Docker, delivering ~50% faster document processing and ~40% lower HR workload.

AI Developer at ICS Arabia (2025-05 – Present)

Remote position

• Designed and deployed production multi-agent systems for enterprise workflows, including tool execution, routing, state management, and multi-step decision-making.
• Developed document, SQL, and CSV agents for document intelligence, natural-language database interaction, analytics, and visualization, improving document-processing efficiency by approximately 50%.
• Built AI evaluation and reliability infrastructure covering trace analysis, human review, failure analytics, GAIA benchmarking, security controls, and production deployment.

AI Developer at STech.ai (including Veyn AI Projects) (2023-01 – 2025-05)

• Built enterprise LLM, RAG, and conversational AI solutions, including an SQL-based HR assistant that reduced HR workload by approximately 40% and a document-grounded WhatsApp assistant.
• Developed secure LangGraph-based workflows for database interaction, analytics, multi-tenancy, RBAC, tracing, and debugging.
• Delivered voice AI, retrieval, and LLM engineering solutions using real-time speech systems, vector databases, knowledge graphs, PEFT fine-tuning, and containerized deployment.

Deputy Assistant Director at Frontier Works Organization (FWO) (2021-01 – 2023-12)

• Worked in HVAC engineering and developed technical software for expansion-tank sizing with automated Excel generation and airflow-loss calculations across dampers.
• Developed JavaScript/React applications with API integration and React hooks.

Part-Time, Project-Based Technology & Automation at Chaudhary Traders Pvt. Limited (2020-01 – 2026-12)

• Developed business applications and automated operational workflows, converting manual processes into practical software solutions.

Engineering Intern at Indus Motor Company (2019-09 – 2019-09)

Exposure to large-scale automotive manufacturing, structured industrial processes and cross-functional engineering.

Engineering Intern at Fauji Fertilizer Company (FFC) Limited (2019-07 – 2019-07)

Exposure to large-scale industrial operations, process efficiency, engineering systems and technical problem-solving.

Bachelor of Engineering in Mechanical Engineering – National University of Sciences and Technology (NUST) (2016-01 – 2020-12)

Higher Secondary School Certificate – Fauji Foundation College (2014-01 – 2016-12)