Ayush Krishna Murthi.

Pursing M Tech in Computational and Data Sciences, IISc Bangalore :: Github | LinkedIn | Kaggle

Done B Tech in Mechanical Engineering, NIT Durgapur

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Projects : Machine Learning & Computer Vision

Zero Knowledge Chess Engine 
Computer Vision

Unaware of chess characters and strategies, one look ahead chess engine based on CNN trained on PGN data.

Video Dubbing with Lip Synchronization 
NLP

Collaborative effort on video+audio input and video+translated_audio output project.
Role: Build & trained Speech to text

Football Video Analyser 
Computer Vision

Detects player, ball and referees position inside field from a single camera video clip. Other predictions - ball control, camera movement, player speed and distance. Fine-tuned YOLOv5 model.

MNIST Digit Recognition 
Java

Using Java without any external library, training on one CNN, Maxpool and linear layer with leaky ReLU as activation neural net architecture.

Self-compressing neural net 
ML

A self-compressing neural network using pytorch which compresses itself by reducing the bit depth of weights and pruning it by reducing it to zero.

Outlook Mail Summarizer 
NLP

Using Windows MAPI, to retrieve emails and then using facebook/bart-large-cnn to summarize.

Projects : System

Java Sudoku

A game with user interface in java which generate a solvable game and save it persistantly in system.

Rust Shell

Shell program to run terminal commands, other than commands like 'ls' also supports special command 'cd', 'end' and '|' pipeline.

Projects : Web Development

Digital book collection  
MERN

Full stack MERN based web project to learn MERN and deployment
Hosted : here

Recursion Website 
AWS Server
 
Frontend

Collaborated website project for college programming club
Hosted : https://recursionnitd.in/

Moodcafe selfhelp 
Static

Personal basic learning project utilizes bootstrap and javascript
Hosted : here


What I cannot create, I do not understand - Richard Feynman