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Jumana Jouhar
@jumanajouhar
Computer science graduate who tested DBS ATM migrations and built an AI-powered exam evaluator.
SingaporeWhat I'm looking for
At DBS Bank, I conducted integration, acceptance, and regression testing for an ATM switch migration across ATM, ATM+, BTM, and BTM+. I prepared test data, analyzed backend logs, and tracked defects using Jira.
On QuickEval, I built a full-stack MERN application integrated with GPT 4 Vision to automate handwritten exam grading, reducing grading time by 50%. I also implemented Firebase authentication and file handling, then tested and deployed the application.
At Ailytics, I collected, processed, annotated, and validated more than 6,000 images and test videos for custom YOLO-based object detection models. At National Chung Cheng University, I researched hyperspectral imaging for smart city applications and contributed to two MDPI publications.
Experience
Work history, roles, and key accomplishments
Conducted SIT, UAT, and regression testing for ATM switch migration, including test data preparation, backend log analysis, and defect tracking using Jira. Supported digital transformation initiatives and critical Change Requests and Disaster Recovery activities.
AI
Data Annotation Specialist Intern
Ailytics
Aug 2025 - Nov 2025 (3 months)
Collected, preprocessed, annotated, and validated 6,000+ images and test videos for custom YOLO-based object detection models using Python and LabelMe, supporting AI-powered video analytics within Agile sprint cycles.
Research Intern (TEEP Scholarship)
National Chung Cheng University
Jul 2024 - Sep 2024 (2 months)
Conducted research on Hyperspectral Imaging and its integration with AI and IoT for sustainable smart city applications, reviewing 150+ academic papers and producing 2 publications in MDPI journals.
Education
Degrees, certifications, and relevant coursework
Saintgits College of Engineering
Bachelor of Technology, Computer Science and Engineering
2021 - 2025
Grade: First Class
Pursued a Bachelor of Technology with First Class, majoring in Computer Science and Engineering with a minor in Robotics and Automation.
Availability
Looking for a job
Location
SingaporeAuthorized to work in
Website
jumana-jouhar.vercel.appPortfolio
jumana-jouhar.vercel.appSalary expectations
30k-72k SGD
Social media
Job categories
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