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Engineering Intelligent Vision for the Real World

Senior Computer Vision & Deep Learning Engineer with an MSc in IoT & Data Science. Specializing in high-accuracy YOLO pipelines, edge deployment, and production-ready AI systems.

The Intersection of Vision & Scalability

Azeem Aslam

Dedicated AI Engineer, Data Scientist, and Lecturer building intelligent systems and shaping the next generation of tech talent. As a certified Agile and Scrum professional, I deliver production-ready solutions and comprehensive training that bridge the gap between academia and industry.

[01]

Custom AI Architecture

Fine-tuning SOTA models (YOLOv8, YOLOv9, CLIP) for niche industrial data.

[02]

End-to-End Orchestration

Deploying robust apps with Streamlit, Flask, and cloud-native Docker containers.

Mastery Breakdown

  • • Advanced Object Detection
  • • Medical Imaging & Seg.
  • • MLOps (Docker, CI/CD)
  • • Edge AI & Robotics

Professional Runtime Logs

Data Scientist

Crime Surveillance Unit (CSU) | Jan 2026 – Present

Analysed large-scale operational and complaint data to support the Crime Surveillance Unit in building digital monitoring systems for administrative performance.

Lecturer

University of Veterinary and Animal Sciences, Pakistan | Sep 2025 – Present

Teach Programming Fundamentals (C++), Data Structures, AI, and Robotics to undergraduate students.

AI / ML Consultant (Computer Vision)

OdyxAI (USA Remote) | Dec 2025 – Jan 2026

Providing computer vision and AI consulting support for model development and experimentation.

AI & Robotics Trainer

National Vocational and Technical Training Commission NAVTTC | Sep 2025 – Jan 2026

Delivered competency-based training aligned with NAVTTC's FVTLM027 curriculum.

Education History

MSc IoT with Data Science

Salford University | 2023 – 2024

MS Total Quality Management

Punjab University | 2020 – 2022

BS Information Technology

University of Sargodha | 2012 – 2017

Licenses & Certifications

Agile Project Management Certification

Udemy & HP LIFE | 2026

Gaining practical knowledge of Agile principles, Scrum and Kanban workflows, and iterative delivery.

Scrum Master Training

Alison | 2026

Completed Scrum Master Training covering Scrum framework, sprint planning, backlog management, and team facilitation.

Professional Certificate: Product Management and Development

Institute of Management, Technology and Finance | 2026

HIPAA Privacy & Security Training (with Breach Notification)

HIPAA Training US | 2025

Skill Stack

A showcase of my technical capabilities.

Python (95%)
PyTorch/TF (90%)
OpenCV (88%)
Scikit-learn (85%)
NumPy (94%)
Streamlit (85%)
Hugging Face (82%)
Docker (80%)
Git & GitHub (90%)
FastAPI (75%)
GDPR (100%)
Legal Compliance (100%)
Scrum / Agile (100%)
Kanban / Sprint Planning (90%)
Team Management (95%)
Project Execution (90%)

Selected Deployments

LATEST DEPLOYMENT

Manufacturing Defect Detection

Industrial Streamlit application identifying sub-mm defects in production lines using custom YOLOv8 backbone.

YOLOv8 Streamlit
MEDICAL AI

Brain Tumor Segmentation

Deep learning pipeline for MRI analysis, utilizing YOLOv9 for high-recall tumor localization.

YOLOv9 Medical AI
SECURITY

Real-time Weapon Detection

Surveillance-grade AI system for public safety monitoring with zero-lag inference capabilities.

Surveillance YOLOv8
AUTONOMOUS

Industrial Object Detection

Improved YOLO architecture specifically optimized for small object detection in dense manufacturing environments.

Edge AI Optimization
HEALTHCARE

Pose & Gait Estimation

Validated real-time patient monitoring system using MediaPipe for mobility analysis in clinical settings.

MediaPipe Pose Estimation
ANALYTICS

Pakistan Crime Trends

National-scale data visualization platform for crime distribution and police workload distribution.

Big Data SQL

Technical Insights

Aug 15, 2025

A Deep Dive into YOLOv9 for Real-Time Detection

Exploring the architectural shifts in YOLOv9 and how it impacts inference speed.

Aug 01, 2025

Deploying CV Models with Docker and FastAPI

A comprehensive guide to containerizing vision pipelines for scalable production.

Jul 20, 2025

Data Augmentation Strategies in CV

How to combat small datasets using advanced geometric and pixel-level augmentations.

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