MUHAMMAD EHTESHAM SIDDIQUI
Chorlton cum Hardy,UK
Summary
A highly skilled software developer with expertise in Python, PHP, C#, SQL, and JavaScript. Proficient in using frameworks and tools such as Laravel, Tailwind CSS, Git, and XAMPP to deliver robust solutions. Demonstrates strong capabilities in AI and data analysis with experience in YOLO, NumPy, Pandas, scikit-learn, Matplotlib, and Seaborn. Adept at managing databases like MySQL and PostgreSQL while applying concepts of OOP, data structures & algorithms, REST APIs, and machine learning pipelines. Committed to leveraging technical skills to drive innovation and efficiency in software development projects.
Overview
4
4
years of professional experience
1
1
Certification
Work history
IT Support Supervisor
Park Your Truck (Amazon Site)
Widnes, Halton
2025.10 - 2026.04
- - Supervise YMS operations and manage logistics data entries
- - Coordinate with Amazon officials and resolve system issues
- Assisted in the recruitment process for hiring quality staff members.
AI Engineering Intern
Leap Networks
Manchester, wythenshawe
2025.11 - 2025.12
- Worked on SRMS AI safety system using YOLO
- Annotated images and improved model accuracy
- Assisted with research for improved design solutions.
- Used analytical thinking to solve complex problems under guidance of senior engineer.
Computer Science Teacher
HTS
Karachi , pakistan
2022.01 - 2023.08
- - Delivered programming lessons and guided student projects
- Assisted struggling students after class hours, leading to significant improvement in grades.
- Prepared detailed lesson plans adhering strictly to syllabus guidelines.
- Introduced Python programming for enhanced student understanding.
Education
BSc (Hons) - Computer Science
University of Huddersfield
Huddersfield, UK 2023.09 -
Skills
- Languages: Python, PHP, C#, SQL, JavaScript
- Frameworks/Tools: Laravel, Tailwind CSS, Git, XAMPP
- AI & Data: YOLO, NumPy, Pandas, scikit-learn, Matplotlib, Seaborn
- Databases: MySQL, PostgreSQL
- Concepts: OOP, Data Structures & Algorithms, REST APIs, Machine Learning Pipelines
PROJECTS
AI Image Detection System – Internship (Leap Networks, Manchester, 6 Weeks)
- Developed an object detection system using YOLOv8 with CNNs and transfer learning for the SRMS AI safety platform.
- Enhanced dataset via image annotation, augmentation, and normalization.
- Improved model performance using batch normalization, early stopping, and learning rate scheduling; evaluated with precision, recall, and F1-score.
Hand Hygiene Compliance Detection System (Academic)
- Developed AI pipeline using YOLO, Random Forest, and Logistic Regression to classify hand hygiene compliance from annotated images.
- Preprocessed and augmented images with OpenCV and NumPy; implemented real-time data feeding and batch processing for live scenario simulation.
- Optimized model performance with hyperparameter tuning, cross-validation, and visualized results using Matplotlib and Seaborn.
Skill Swap Hub (Laravel Full-Stack Application)
- Developed full CRUD web app using Laravel, PHP, MySQL, and Tailwind CSS.
- Integrated APIs and optimized database queries, improving app performance and reliability.
Interactive Health Tracker (Team Project)
- Built Python application logic and enhanced front end interactivity with JavaScript.
- Led usability testing and UI refinement, increasing user engagement.
Additional Web Development Projects
- Dog Show Management Web Application: PHP/MySQL system with dynamic data rendering.
Certification
- Advanced Programming (Udemy – Ongoing)
- SQL Certification (Udemy – Ongoing)
Timeline
AI Engineering Intern
Leap Networks
2025.11 - 2025.12
IT Support Supervisor
Park Your Truck (Amazon Site)
2025.10 - 2026.04
BSc (Hons) - Computer Science
University of Huddersfield
2023.09 -
Computer Science Teacher
HTS
2022.01 - 2023.08