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about_me

projects

VisuMath

  • This project won the research category of IC HACK 2025, Europe's largest student run hackathon!
  • This tool takes a math topic as input and generates a video (based on 3blue1brown videos) and interactive page.
  • I worked on the backend: the API server, video and meta data storage, and connecting the AI agent to an API.
  • Videos are stored on AWS S3 buckets, metadata is stored in dynamodb and video title are stored in a vector database for querying.
  • The backend consists of three layers: the API server (built with FastAPI), a Redis message queue, and a Celery worker.
  • This architecture allows the API server to remain responsive while long-running tasks are offloaded to a separate process - generating a video takes around 2-5mins.
View Code

Rx2Label

  • Checks a picture of a doctors prescription against medical literature (it can read a doctors handwriting :))
  • Takes a valid prescription and generates a label for the medication
  • Built at Hack UK hosted by a16z with Mistals Pixtral model
  • I Built the entire frontend and backend using React.js, Typescript, Tailwind and Python FastAPI
  • Supabase is used for image storage
View Code

This site

  • Built using Next.js, React.js, Typescript & SCSS
  • Deployed to Vercel and domain is protected by Cloudflare
  • CV is an API endpoint that serves my CV
  • Terminal animation at the top is built from scratch with React and SCSS
View Code

Jellis

  • Implementation of C++ in Redis
  • Supports multiple clients simultaneously - implemented using the boost ASIO library with a event loop and TCP sockets
  • Developed a parser and encoder for the Redis serialization protocol (RESP)
  • Currently only supports the in memory database but I’m working on data persistence with RDB.
View Code

Neural Network from scratch - using Python and NumPy

  • Implemented backpropagation to find the gradient of the loss with respect to each neuron
  • Implemented gradient descent to update the weight and reduce the loss
View Code

C90 to RISC V assembly - C++

  • Achieved 89% - passing 179 out of 201 tests
  • Added support for: chars, ints, floats (IEEE 754), arrays, pointers, for, while & do while loops, if statements, switch statements, functions, strings, typedef keyword, arithmetic (pre-increment operator, post-increment, etc.), constants, local & global variables (including correct scoping), enums, sizeof
View Code

RISC V 32I Pipelined CPU - System Verilog & C++

  • Designed and implemented the hardware for pipelining the CPU
  • Designed and implemented a hazard unit that could stall, flush instructions, and pass data to previous stages to prevent stalls
  • Wrote test benches in C++ to run programs on the CPU
View Code

mini grid project

  • Create a full-stack app with Next.js, Typescript, Tailwind CSS and Python
  • Displayed real-time data from Raspberry Pi Picos using MQTT
  • Programmed the Raspberry Pi Picos to communicate via MQTT
  • Used MongoDB to store previous data and plot it using Recharts.js
  • Deployed the MQTT broker to an AWS EC2 instance and shared the web app using ngrok
  • Built a neural network using PyTorch to predict the buy price of electricity