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Hi! I'm Ishan 👋

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I'm a final-year undergraduate student at IIT Kharagpur based out of Gurgaon, India. I'm currently exploring Quantitative Finance.

I've developed several backend systems such as the one for Thought Processors and StaightZero. At StraightZero, I co-developed a payment system using the PayUMoney API, a live test-taking platform, and a supplementary material hosting service in a team of just two.

I was recently part of my institute's contingent for the Bosch's Model Extraction Attack for Video Classification event at the Inter IIT Tech Meet 10.0 in which my team placed first. I worked on various aspects of Deep Learning in the blackbox setting including data-free adversarial distillation and data-free Conditional GAN training.
I was also a part of the Aerial Robotics Kharagpur Research Group where I worked with Machine Learning and Computer Vision as an undergraduate researcher in the Perception team.

Aside from these two fields, I've worked on various other projects in Python (API Consumers, Image Processing, Machine Learning, Web Scraping and other short scripts), some simulations in JS using p5.js, and have some competitive programming experience.

I'm also a part of the Kharagpur Open Source Society where I learn and teach about various components of software development like Design Patterns and Principles, Programming Paradigms and Philosophies.

📈 My GitHub Stats:


Ishan Manchanda's Projects

7l7w icon 7l7w

Personal practice repository for the book "Seven Languages in Seven Weeks", by Bruce A. Tate.

ark-face-detection icon ark-face-detection

My solution for Task 2 of the Aerial Robotics Kharagpur (ARK) Research Group selections 2021.

ark-kalman-filter icon ark-kalman-filter

My solution for Task 4 of the Aerial Robotics Kharagpur (ARK) Research Group selections 2021.

ark-optimization icon ark-optimization

My solution for Task 1 of the Aerial Robotics Kharagpur (ARK) Research Group selections 2021.

ark-ros-cv-task icon ark-ros-cv-task

Robot OS + Computer Vision task for Aerial Robotics Kharagpur Research Group

ark-submission icon ark-submission

My submission for the Software Team task round of the Aerial Robotics Kharagpur (ARK) Research Group 2021.

automatabot icon automatabot

Solution for Automatabot (of the noops challenge 2019), written in Python 3. Uses the requests library.

betanode-workshop icon betanode-workshop

Lecture notes and examples repository for Betanode Programming Workshop 2019.

boids icon boids

An implementation of Craig Reynold's Boids in p5.js, with lots of new features.

breakout icon breakout

p5.js version of the classic game - Breakout. Also, my first ever project! :tada: :confetti_ball:

canvasboard icon canvasboard

An interactive board with plugins focusing on replacing the need of multiple platforms for teaching, presenting, managing or explaining your ideas 🌎

czsl icon czsl

PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.

dankbot icon dankbot

DankBot - A Telegram Bot that sends, generates, and *deep fries* memes.

dankbot-stats icon dankbot-stats

A simple Flask app that monitors DankBot and provides statistics using static log analysis.

deepfrybot icon deepfrybot

Discord bot for all your deep frying needs. Cookbook included.

digits icon digits

Hand-written digit classification using a Neural Network built from scratch.

diy-traffic-flow-optimization icon diy-traffic-flow-optimization

Autonomous traffic density estimation and traffic signal scheduling. Group Project for the DIY Lab (DY17003) Spring 2021, IIT Kharagpur.

golfbot icon golfbot

"Brevity is the soul of great code"—Shakespeare (pretty sure). Code Golf challenges, starting at 256 characters.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-tictactoe-np icon gym-tictactoe-np

3D TicTacToe environment for OpenAI's gym. Optimized and written using numpy for parallel gameplay and rapid training

hololens icon hololens

Website made for Microsoft Hololens as a school project.

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