Umaima Khan
Machine Learning Engineer @ Electronic Arts (EA)
About
I’m currently pursuing my M.S. in AI at UCF, concentrating on Computer Vision. What interests me most is building models that can interpret the world the way people do. Over the past few years, I’ve had the chance to work on real ML pipelines, fine-tune complex models, and run large workloads across GPUs to make these ideas actually work. Let's connect: umaimakhanfnu@gmail.com
United States
Oviedo
Education Management
PyTorch, CUDA, TensorFlow, Scikit-Learn, NumPy, Git, Docker, Pandas, Deep Learning, Machine Learning, Full-Stack Development, Relational Databases, Data Validation, Integration Projects, Databases, Data Extraction, Pandas (Software), Data Science, Research Skills, PL/SQL
Experience
Machine Learning Engineer
Electronic Arts (EA)
Orlando, FL
AI Research Assistant
University of Central Florida
IT Computer Vision Intern
Norfolk Southern
Atlanta, Georgia, United States
Projects involving defect detection in industrial components, leveraging U-Net architectures, Docker-based GPU environments, and large-scale image-label pipelines using PyTorch, OpenCV, and CVAT annotations.
Vice Chief Coordinator
MSS MJCET
Directed a team of 35 members, overseeing the development and execution of innovative projects while conducting weekly progress meetings. Organized and led hands-on workshops for over 200 students, including AI challenges and Git-101, while mentoring teams in inter-college competitions.
Head Of Human Resources
MSS MJCET
Microsoft Learn Student Ambassador
Microsoft
Hyderabad, Telangana, India
Led the Microsoft Student Society on campus, handling event planning and team coordination. Organized hackathons and coding sessions that brought students together to build and learn. Helped peers get started with tools like Azure and GitHub through practical workshops.
Machine Learning Engineer
Sofi global
Developed anomaly detection pipelines, customized transformer models, and churn prediction analytics, achieving up to 18% accuracy improvement, with successful deployment on Azure for 99.9% uptime.
Head Of Marketing
Robotics Center MJCET
Team member
Entrepreneurship Cell,MJCET
Team member
Computer Society of India MJCET
Hyderabad, Telangana, India
Education
University of Central Florida
Artificial Intelligence with a concentration in Computer Vision
M.S. in Computer Vision from UCF, focused on deep learning, image/video analysis, and 3D vision. Trained under top CRCV researchers with hands-on projects in detection, segmentation, and visual reasoning.
Muffakham Jah College of Engineering & Technology
Information Technology
Zero To Mastery Academy
Umaima Khan's Contact Information
Phone
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