Avigya Rana
@avigyarana
I build full-stack web applications and machine learning models with Python and JavaScript.
NepalWhat I'm looking for
I've built full-stack web applications and machine learning projects, including a MEAN-stack Wikipedia analytics application, an emotion recognition model, and predictive models for medical costs and stock prices.
At Broadway Infosys, I developed a computer vision model using Python and CNNs, trained models with TensorFlow and Keras, and improved performance through data preprocessing and feature engineering. I've also delivered web application features with HTML, CSS, JavaScript, Angular, Node.js, MongoDB, SQL, and NoSQL databases.
Experience
Work history, roles, and key accomplishments
ML Engineer
Mindrisers Technologies
Aug 2025 - Aug 2025 (0 months)
Built and deployed a project that can provide query on databases.
Full Stack Developer
111IT Solutions
Jan 2021 - Jul 2023 (2 years 6 months)
Worked as a full stack developer.
Software Developer
Broadway Infosys
Dec 2022 - Jun 2023 (6 months)
Developed a computer vision model using Python and Convolutional Neural Networks (CNN). Built and trained machine learning models using TensorFlow and Keras.
Software Development Intern
Mastt
Aug 2020 - Dec 2020 (4 months)
Developed a web application as part of a university capstone project. Built front-end features using HTML, CSS, and JavaScript.
Education
Degrees, certifications, and relevant coursework
University of Sydney
Master of Information Technology, Information Technology
Master of Information Technology and Information Technology Management degree from the University of Sydney.
Kathmandu University
Bachelor of Business Information Systems, Business Information Systems
Bachelor of Business Information Systems degree from Kathmandu University.
Tech stack
Software and tools used professionally
Availability
Location
NepalAuthorized to work in
Job categories
Skills
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