Projects
Here are some of my projects!
Alohomora: A Novel Approach for Graphical Password Authentication
- A new method of using images for authentication, balancing the tradeoff between security and user experience
- Built at Intranary 2022 - VJTI's Internal Qualifiers for Smart India Hackathon 2022
- Tech stack: React, Tailwind, Express, MongoDB, HuggingFace, Spacy, Flask
Remaining Useful Life Prediction of Ball Bearings
- A Weiner process statistical model to predict the RUL of degrading ball bearings given their vibrational readings
- Utilized the Rauch-Tung-Striebel (RTS) smoother consisting of an Extended Kalman Filter for fixed interval smoothing
- https://github.com/akshatshah21/RUL-Prediction
SCM With Location Tracking
- A demonstration of supply chain management with an Android app for navigation and location tracking, and a web interface for management
- Developed the app using Android Studio in Java
- Contributed to the backend Express API
- Developed the front end using React
- https://github.com/akshatshah21/SCMO
- https://github.com/akshatshah21/Android-Location-Tracking
Educational Forum
- An online forum where users can write and view articles, chat with each other and create sub forums and communities
- Contributed to the database design and implementation in PostgreSQL
- Implemented the chat feature using Socket-IO
- Worked on the front end using HTML, Bootstrap and JavaScript
- https://github.com/ganadhish1999/SAGA
IoT Relayer
- Relay and compression of data received using MQTT protocol and subsequent storage, processing and visualization on the cloud
- Responsible for simulating IoT sensors and MQTT communication
- Tech Stack: Python, MQTT, Flask, AWS Lambda, DymanoDB
- https://devfolio.co/submissions/iot-relayer
- https://github.com/BhavyaSheth22/hackit-iot