My Projects
Content Aware ChatBot
A Content Aware Chatbot build on opensource LLMs
Fully working End-to-end chatbot which is leveraged by open-source components. Fully safe to use internally as no data will be shared with anyone. You can deploy it on your machine and scale it however you want.
It uses a custom documents feature which increases accuracy and reduces hallucinations. Chatbot UI is persistent with previous chats and the backend takes count of old chats while generating new ones.
Text Detection and Recognition
Detect text in your surrounding. #no_api #no_server
Build a very lightweight mobile and web-based Text Detector using Pytorch and TensorFlow js
Started with YOLO small model (less than 5MB) and fine-tuned it on a synthetically created dataset for detecting text and creating a bounding box around it
Then build a custom Text Recognition model (RCNN architecture using CTC loss function) to do OCR.
Both models are very light (less than 5 MB) and all the processing is on the client side. So, No Server is Needed. Must try here
Sorting and Path Finding Algorithms Visualizer
Build to make learning easy. Build in React
Often we only learn to code but never know how it works in reality. In this project we tried to visualise algorithms which are moslty taught in basic CS courses. We cover all sorting algorithms and two of main path finding Algorithms in one App. Open https://reactsorting.netlify.app/
This App works seamlessly on all kinds of devices either it be Mobile, Tablet or Desktop.
College Buzzer
Everything you need to get connected to your college
Build a mobile and web based social media application. App was used by 4000 students on campus. Open http://collegebuzzer.com/#/
Clubs and Students are able to post an detailed description of events with photos seen by each and every student in campus. Students have a profile to maintain just like facebook with updated skills and achievements.
codelive/
Only for lazy Developers
A web based live code editor. Open https://shubham-shinde.github.io/codelive/
This is a Code Editor for CSS and HTML were programmer will have live representation of output. This app is very helpful for those who makes aniamtions using HTML & CSS.