Adeel Ahmed
Ilford,ENG
Summary
Adept at leveraging skills in Python, SQL, and Bash, I spearheaded innovative projects at Porsche Engineering, including a novel road simulation system and a 3D Lane Detection System. My expertise in machine learning and data engineering, combined with a knack for troubleshooting, significantly enhanced system reliability and performance.
Overview
6
6
years of professional experience
1
1
Certification
Work History
Masters Researcher
Porsche
Monsheim
10.2023 - 05.2024
- Created innovative simulation system leveraging machine learning & data pipelines for real-time streaming.
- Implemented cutting-edge algorithms in computer vision for precise object detection to boost reliability metrics.
- Integrated and processed user inputs using a custom Bash script.
Internship
Porsche
Monsheim
05.2023 - 09.2023
- Created 3D Lane Detection System leveraging ML and data engineering principles with monocular camera.
- Designed scalable, high-performance automated pipeline applying systems engineering techniques.
- Developed deep learning model utilizing ETL processes to optimise proprietary datasets for increased accuracy.
Internship
Bosch
Renningen
11.2021 - 04.2022
- Designed robust data extraction systems in Linux to process Camera, LiDAR & velocity vector datasets efficiently.
- Designed a multi-sensor fusion system leveraging GANs for enhanced HD map accuracy.
- Implemented techniques to improve sensor performance using Machine Learning models.
Automation & Control Engineer
Inspired Solutions Limited
Lahore
05.2018 - 06.2020
- Programmed and resolved issues in network systems to ensure consistent functionality.
- Established networking framework to enhance functionality of home automation systems.
- Engaged with stakeholders to ensure accurate requirement collection and project consistency.
Education
Master of Science - Computer and Systems Engineering
Technical University of Ilmenau
Ilmenau, Germany05.2024
Bachelor of Science - Electrical Engineering
Information Technology University of Punjab
Lahore, Pakistan03.2018
Skills
- AWS
- Python, SQL
- C, C
- Machine Learning
- TensorFlow
- PyTorch
- Scikit-Learn
- Keras
- Data Modelling
- Bash
- Data Visualisation
- PowerBI, Oracle Cloud, Tableau
- Linux , Windows
- RaspberryPI
- Git
- Troubleshooting
Certification
- Amazon Web Services (AWS) Certified Cloud Practitioner @ AWS Certifications
- IBM Data Engineering Professional Certificate @ IBM Certifications (In Progress)
- Linux Administration: The Complete Linux Bootcamp 2024 @ Udemy
- Introduction to Data Engineering @ Coursera
- Neural Networks and Deep Learning @ DeepLearning.ai
- Introduction to Self Driving Car @ Coursera
- State Estimation and Localization @ Coursera
Publications
- Low-Cost and Portable Cardiopulmonary Resuscitation Machine, Proceedings of the IEEE International Conference on Engineering and Emerging Technologies (ICEET), 2019
- Power Management Techniques in Popular Operating Systems for IoT Devices, Proceedings of the IEEE International Conference on Frontiers of Information Technology (FIT), 2018
Projects
- Cloud Technology - Cloud Based Home Automation System using Microcontroller: Developed a Linux-based
system enabling remote appliance control via cloud databases. Tech: C, Linux, Serial Monitor,SQL, TCP, UDP, Atmega. - Data Sensor and Real-time Logging: Designed a multi-sensor suite to collect real-time temperature and humidity data from remote factory areas. Used Grafana and Tableau for visualization and applied machine learning models to predict trends and anomalies. Tech: Tableau, Grafana, Python, Machine Learning, IoT Sensors(ESP32), Linux, RaspberryPI
- Generative AI - Multimodal Environment-based Image Transformations using GANs: Developed Generative
Adversarial Networks (GANs) for image translation, improving system adaptability in various environmental conditions. Tech: Python, PyTorch, Linux, OpenCV, SQL, Excel, Matplotlib, CUDA, SurveyMonkey
Honors Workshops Awards
- Airbus Digital Challenge 2024 Winner: Won Best Idea and Joint Winner of Competition.
- Porsche Coding Days Hackathon 2023: Trained an LLM chatbot to answer internal data queries.
- Academic Paper Reviewer 2022: For Journal Information Systems and Smart City.
- Best Technical Paper Award 2021: At 11th CCSE Conference held at TU Ilmenau Germany.
Languages
English
First Language
German
Intermediate (B1)
B1
Urdu
Proficient (C2)
C2
Timeline
Masters Researcher
Porsche
10.2023 - 05.2024
Internship
Porsche
05.2023 - 09.2023
Internship
Bosch
11.2021 - 04.2022
Automation & Control Engineer
Inspired Solutions Limited
05.2018 - 06.2020
Master of Science - Computer and Systems Engineering
Technical University of Ilmenau
Bachelor of Science - Electrical Engineering
Information Technology University of Punjab
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