Software Engineering | Python, Go, Javascript

github

Namra Maniar  • Peerlist

- Studied diabetic retinopathy, utilizing image augmentation techniques such as zooming (±1%) and brightness adjustment (±20%).
- Tested multiple deep learning models, including VGG16, VGG19, Xception, and InceptionV3, achieving the highest test accuracy of 84.89%.

Classification of Diabetic Retinopathy

- Analyzed 7+ years of F1 data (2018-2024) using FastF1 API to identify podium trends, driver performance, etc.
- Compared 3+ podium driver telemetry data (speed, gear, RPM, throttle, brake) for each circuit sector.
- Uncover strategic tyre compound choices by analyzing data for 15+ drivers per race.

Formula-1 Driver Analysis

- Built a scalable web platform for academic project submission, handling 500+ project requests, with CRUD operations, hosted on Render.
- Implemented API Wrappers and JWT for role-based authentication, supporting 3 roles (admin, student, faculty)
- Utilized Multer and Cloudinary for managing cloud file storage (code, presentations, docs).