Google Cloud Machine Learning (GCP)
Muhammad Umair
Machine Learning Engineer & Software Developer | AI, Cloud, & Full-Stack Solutions
Trollhättan
Summary
Results-driven Software Developer and Machine Learning Engineer with 3+ years of experience in Python development, AI/ML, and full-stack solutions. Strong background in Computer Science and Statistics, specializing in Deep Learning, Computer Vision, and Cloud-based ML deployments. Proven expertise in Agile methodologies, Test-Driven Development (TDD), and CI/CD pipelines. Adept at solving complex problems with analytical thinking and delivering scalable digital solutions.
Overview
6
6
years of professional experience
7
7
years of post-secondary education
Work History
Machine Learning Intern
Tampere University
03.2025 - Current
- Developed a deep learning model for medical image analysis (Brain MRI) to predict diseases and recommend treatments.
- Built a Flask-based web application for real-time predictions and data visualization.
- Optimized model performance using TensorFlow and transfer learning techniques.
Software Developer
Onovta
06.2020 - 07.2021
- Designed and implemented C++ and Python-based solutions for traffic management (license plate recognition, parking allocation).
- Performed bug fixes, automated testing (Pytest, Gtest), and CI/CD integration.
- Enhanced system efficiency by 30% through optimized algorithms.
Software Developer
(Upwork&Fiverr)
12.2019 - 06.2020
- Developed full-stack web applications (frontend + backend) for international clients.
- Created an employee management system in C# with SQL database integration.
- Conducted computer vision research and comparative analysis of ML models.
Android Developer Intern
National Institute of Electronics
01.2020 - 03.2020
- Built a Java-based indoor navigation app using Bluetooth beacons (kontakt.io).
- Integrated Google Maps, Firebase, and AutoCAD for real-time tracking.
- Implemented location-based smart home automation.
Education
Master of Science - Statistics & Machine Learning
Linköping University
Sweden 05.2022 - Current
Bachelor of Science - Computer Science
Bahria University
Islamabad 05.2016 - 03.2020
Skills
- Python
- R
- C#
- C
- SQL
- JavaScript
- TensorFlow
- PyTorch
- Keras
- OpenCV
- NLP
- GCP
- AWS
- Docker
- CI/CD (Jenkins)
- Flask
- Django
- FastAPI
- REST
- Pandas
- NumPy
- Tableau
- Power BI
- Pytest
- Gtest
- TDD
- Postman
Algorithm development
Supervised learning
Publications
Umair, M., & Nazir, M. N., 2021, "Classification of Demographic Attributes from Facial Images Using CNN.", IEEE International Conference on AI
https://ieeexplore.ieee.org/document/9445248
Certifications Courses
- Google Cloud Machine Learning (GCP)
- TensorFlow Fundamentals & Advanced Deep Learning
- Machine Learning with Python (Coursera)
- Deep Learning with Keras & PyTorch
- Google Vision API & Cloud Platform (GCP)
- Python Programming & Data Science
Key Strengths
- Programming- Python, R, C#, C++, SQL, JavaScript
- ML & AI- TensorFlow, PyTorch, Keras, OpenCV, NLP
- Cloud & DevOps- GCP, AWS, Docker, CI/CD (Jenkins)
- Web Development- Flask, Django, FastAPI, REST
- Data Science- Pandas, NumPy, Tableau, Power BI
- Testing- Pytest, Gtest, TDD, Postman
Software
TensorFlow Fundamentals & Advanced Deep Learning
Machine Learning with Python (Coursera)
Deep Learning with Keras & PyTorch
Google Vision API & Cloud Platform (GCP)
Python Programming & Data Science
Timeline
Machine Learning Intern
Tampere University
03.2025 - Current
Master of Science - Statistics & Machine Learning
Linköping University
05.2022 - Current
Software Developer
Onovta
06.2020 - 07.2021
Android Developer Intern
National Institute of Electronics
01.2020 - 03.2020
Software Developer
(Upwork&Fiverr)
12.2019 - 06.2020
Bachelor of Science - Computer Science
Bahria University
05.2016 - 03.2020
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