Conflict detection and analysis of Indian roundabout traffic using YOLO object detection and trajectory prediction models along with surrogate safety metrics, predicting future potential crashes and their severity.
Exploring open-source tools to implement speculative decoding on publicly available LLMs to reduce inference time.
Used a RAG system with gpt-4o-mini as LLM, FAISS as vector store and Langchain as a framework to generate academic question papers using previous year questions and course materials as referrence. The Web UI was designed using Streamlit.
EchoSign was made as part of an IBM internship project. It uses transfer learning on MobileNet on a hand-curated dataset of ASL images. The website for this classification was developed in Flask and it uses TTS technology for ASL text to speech conversion.
Inside-Out is a web application that uses FER library, OpenCv's Haarcascades to detect faces and their emotion. Music is recommended using Spotify API. The website uses Python, Flask, SocketIO, HTML, CSS & JS.
Raspi-Cam is a door camera with face detection and recognition capabilities. It also has the ability to stream, record and capture still images from the live feed of the camera. The project is made on Raspberry Pi. It uses OpenCV and face_recognition in a Flask Server supported by HTML, JS, CSS as frontend.
Tech-Tonic is tech news website using JSP, Servlet and MySQL for backend and HTML, CSS and JS for frontend. Features include ability to add, edit or delete articles, cookies based website-wide dark theme, tag based article sorting and article progress bar.
SUS, a meme sharing website that implements MVC(Model-View-Container) framework using ASP.NET. It uses MySQL as database. Implements cookie based login and ability to like posts.
Flipper is a simple card based memory game made using Unity and C# scripting. The game has 2 modes - 4x4 and 6x6. The game can be played online at anindya5.itch.io/flipper
The Panda Shop is an online shopping website made using Java Servlet, JDBC, MySQL, JSP and Apache Tomcat. It implements features like shopping cart, cookie based login and admin dashboard.
Personal portfolio website made using React Gatsby and Tailwind CSS which has a beautiful responsive user interface along with cookie based Dark and Light mode and SEO. Deployed on GitHub Pages.
A research paper published on ICSTA 2023. It uses transfer learning on EfficientNet on a hand-curated dataset of ASL images.
Published in AISC 2024, it uses LLMs to sort and rank questions in terms of there importance based on their appearance in the previous year question papers.