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@usmanshakeel
Data Scientist and Machine Learning Engineer with teaching experience.
I am a passionate Data Scientist and Machine Learning Engineer with extensive experience in developing and deploying advanced machine learning models and data pipelines. My recent role as a Data Science Instructor at the Karachi Institute of Technology allowed me to design and deliver AI-focused instructional material, achieving a remarkable 95% student satisfaction rate. I take pride in fostering an inclusive learning environment that significantly improved student participation and performance metrics.
Throughout my career, I have successfully applied unsupervised learning algorithms to optimize operations and developed end-to-end data pipelines that enhanced forecasting accuracy by 25%. My expertise extends to engineering advanced computer vision systems, achieving over 92% accuracy in various detection models. I am committed to leveraging my skills in Python, TensorFlow, and cloud platforms to drive impactful data-driven solutions.
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Work history, roles, and key accomplishments
Karachi Institute of Technology
Mar 2023 - Oct 2023 (7 months)
Designed and delivered over 20 hours of AI-focused instructional material, including Python, Machine Learning, and Exploratory Data Analysis, achieving a 95% student satisfaction rate. Fostered an inclusive learning environment, increasing student participation by 30% and improving performance metrics by 20%.
Remote Work Consultation
Jan 2020 - Oct 2023 (3 years 9 months)
Applied Unsupervised Learning algorithms to optimize food delivery operations, leading to a 15% increase in order efficiency. Developed end-to-end data pipelines and engineered advanced computer vision systems, achieving high accuracy in various detection models.
National Center of Big Data and Cloud Computing (ATLAS), NED
Nov 2019 - Jan 2020 (2 months)
Developed object detection models for vehicle tracking, improving traffic analysis accuracy by 20%. Worked on deep learning models and curated datasets, enhancing data quality for road occupancy analysis.
Degrees, certifications, and relevant coursework
Master of Science, Artificial Intelligence
2023 -
Bachelor of Science, Computer Science
2017 - 2021
Final Year Project: Career Guidance App using Natural Language Processing to guide students based on their attributes and choices about life and career.
Software and tools used professionally
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