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Hamza Basharat

AI / ML Engineer · Computer Vision, RAG & LLM Agents, MLOps

Location
Lahore, Pakistan · Open to relocation
Phone
+92 300 6547302

Summary

I build computer-vision pipelines, RAG agents and the automation around them — from raw dataset to a deployment you can monitor and hand off. Shipped into manufacturing QC, industrial safety, UAV perception and enterprise tooling.

Experience

AI & Computer Vision Engineer

Aug 2024Jul 2026

Robionix Technologies · Islamabad, Pakistan

  • Led MagicQC end to end — an automated size-measurement system for apparel production, live on AWS EC2 at 500+ items/day and 90%+ accuracy. Showcased at My Karachi Expo and TextileAsia, Lahore. Case study ↗
  • Shipped a detection and pose-estimation suite hitting 92%+ mAP at 15+ FPS on constrained edge hardware. Case study ↗
  • Built enterprise RAG and conversational agents served as REST APIs into Laravel, React and MySQL production backends. Case study ↗
  • Automated tag, label and document OCR feeding downstream QC reporting and inventory records.
  • Used diffusion-based augmentation and ViT/VLM fine-tuning to close class gaps in scarce industrial datasets.

AI Engineer (Contract)

Jul 2025Sep 2025

Essenceware Technologies · Pakistan

  • Trained, deployed and handed off real-time PPE and workplace safety detection with inference dashboards and model versioning. Case study ↗
  • Integrated a real-time pose-estimation and activity-monitoring module into the Essenceware product stack.

AI & UAV Engineer (Intern)

Jun 2025Sep 2025

NESCOM, National Development Complex · Islamabad, Pakistan

  • Built detection and tracking pipelines and Gazebo simulation for SkyResQ, an autonomous UAV disaster-response perception system. Case study ↗
  • Presented results directly to Pakistani government stakeholders evaluating the system for national emergency preparedness.

Education

BS Computer Engineering

2022 - 2026

National University of Technology (NUTECH) · Islamabad

Skills

Computer Vision & Video Analytics
YOLOv5/v8/v11/26 · OpenCV · PatchCore · Vision Transformers (ViT) · Vision-Language Models · PaddleOCR · Tesseract · Tracking · Pose estimation · Segmentation · Anomaly detection
Deep Learning & Generative AI
PyTorch · TensorFlow · Keras · Hugging Face Transformers · Diffusers · Diffusion models · Transfer learning · Fine-tuning · Data augmentation
LLM & Agentic AI
Anthropic Claude API · OpenAI API · LangChain · LangGraph · RAG pipelines · FAISS · Chroma · Prompt engineering · Context management
Edge AI & MLOps
OAK-1W / DepthAI · ONNX · Embedded inference · Docker · AWS EC2 · Azure AI · REST API design · Model versioning · Monitoring · CI/CD
Backend, Tooling & Languages
Python · C++ · C · JavaScript · MATLAB · SQL · FastAPI · Flask · Streamlit · React · Next.js · Node.js · Laravel · MySQL · MongoDB · Roboflow · CVAT · Gazebo · Linux

Awards

  • 1stDock Vision AIIEEE Hackathon (2024)
  • 1stICAT National Robotics CompetitionICAT
  • Runner-upNational AI Sprint (NAIS)National Centre of Physics (2025)
  • ExhibitorMagicQC at TextileAsia32nd Edition · Lahore Expo Centre · NUTECH

Certifications

  • AWS Certified Machine Learning Engineer - AssociateAmazon Web Services
  • AI & ML Engineering Professional CertificateMicrosoft
  • Advanced Computer Vision with TensorFlowDeepLearning.AI
  • Exploratory Data Analysis for Machine LearningIBM
  • Azure AI / Computer VisionMicrosoft
  • LangChain for LLM Application DevelopmentDeepLearning.AI
  • Introduction to Embedded Machine LearningEdge Impulse
  • Claude 101 & AI Fluency Framework FoundationsAnthropic
  • First Principles of Computer VisionUniversity of Colorado Boulder
  • Python for EverybodyUniversity of Michigan
  • Edge AIEdge Impulse
  • AI for All: From Practice to Gen AINVIDIA
  • Prompt EngineeringGoogle

Every figure on this page traces to the PDF CV. Last reviewed 2026.