Hi, I’m Aayush.
I am an MS CS student with an avid interest in AI and DBMS.

LATEST WRITINGS

Performing TPC-H benchmark in Postgresql
Using TPC-H compliant dbt-3 to benchmark Postgresql.
November 14th 2023
Acyclic queries and GYO reduction
A brief outlook about acyclic queries with illustrative examples of GYO reduction.
May 14th 2023
Implementing Audit Log using GORM in Go
This is a tutorial for creating audit log in gorm using callbacks.
February 14th 2023
Nakamoto consensus vs Classical consensus: A Rap Battle
We look at the pros and cons between Nakamoto consensus and classical consensus through a rap battle.
December 11th 2022
Papers inspiring - Bitcoin: A Peer-to-Peer Electronic Cash System
We discuss papers inspiring the most popular cryptocurrency, bitcoin.
October 2nd 2022
Discriminated / Tagged unions in C
This is a brief introduction depicting the need for tagged unions and their use case
December 25th 2021
Deploying Gatsby site on GitHub Pages
This is a tutorial depicting multiple ways to deploy a Gatsby site on GitHub Pages
November 3rd 2021

PROJECTS

Cross Border Request to Pay
Constructed secure, digitally signed messages using the ISO20022 financial standard to protect the integrity of transactions, leveraging RabbitMQ's asynchronous messaging for efficient and reliable communication between system components. Established robust CI/CD pipelines, automating integration and deployment for faster time-to-market and improved development efficiency. Spearheaded the design and implementation of independent execution threads in Go, optimizing performance and scalability.
2023
HMS with Sepsis predictive models
Developed a cutting-edge healthcare management product revolutionizing patient allocation across hospitals, wards, and beds. Leveraged comprehensive patient data, including demographics and EMR records, to build predictive models for early sepsis detection. Integrated sepsis prediction algorithms to enhance patient safety, enabling timely intervention and treatment. Spearheaded the creation of robust task assignment functionalities, including checklists and vital measurements, ensuring efficient healthcare workflows.
2023
Static site generator
Engineered a serverless static site generator (SSG) in GCP, leveraging robust infrastructure. Implemented efficient templating with Go syntax for dynamic content injection. Enabled seamless publishing with a serverless architecture, utilizing App Engine and Pub/Sub with Cloud Functions. Streamlined site creation, injection, and deployment for optimal efficiency.
2023
ASR and Classification of Nepali Speech
An integrated ASR and NLP system that generates transcripts and relevant category for a given Nepali audio using a combination of self-supervised wav2vec2 model and CTC along with BERT based MuRIL model for Indic languages for further categorization into relevant categories like Sports, Politics, etc.
2022
Pest Classification using Deep Learning
A cross platform mobile application tailored for farmers to identify pests infesting their yield, and suggesting the appropriate biological control method. It consists of a TensorFlow model built with VGG-19 and made suitable for deployment on mobile devices using TensorFlow Lite Converter.
2021
Campus Online Attendance System
A web-based attendance system for college developed using Node.js for backend, React for frontend and MySQL for database.
2020
Deep Learning based Facial Recognition
A system built using OpenCV and TensorFlow with the help of VGG-16 model and uses Siamese network for face classification. Designed to take classroom attendance in bulk.
2020
E-Kisaan
A web application built using Node.js meant to promote urban farming and provide a platform for buying and selling of urban farming products. It was awarded as the winning product in LOCUS Hack a week 2020.
2020
OpenGL based Ranipokhari 3D Simulation
3D simulation of Ranipokhari programmed using OpenGL and designed using Blender with proper lighting effects, camera movement and water simulation.
2020
Sky Bomber
You are the only remaining pilot of a fighter jet assigned to obliterate everything and anything within your sight. Apply your projectile motion wits and be as accurate as possible while throwing the missiles. But beware ! The fuel is running low.
2019
Flood Alert System
Flood alert system utilizes radio waves to send flood alerts based on the depth of water sources. The depth of the water is measured utilizing the ultrasonic technology and alerts are sent through receiver transmitter setup.
2019
Sudoku solver
A simple Sudoku solver in C using depth first backtracking algorithm.
2018

Get in touch 👋

Feel free to email me about anything. Want some advice? Give some feedback?

You can also reach me around the web: GitHub, Twitter, Instagram

Say hello

Hi, I’m Aayush. I am an MS CS student with an avid interest in AI and DBMS.

LATEST WRITINGS

Performing TPC-H benchmark in Postgresql

Using TPC-H compliant dbt-3 to benchmark Postgresql.

Acyclic queries and GYO reduction

A brief outlook about acyclic queries with illustrative examples of GYO reduction.

Implementing Audit Log using GORM in Go

This is a tutorial for creating audit log in gorm using callbacks.

Nakamoto consensus vs Classical consensus: A Rap Battle

We look at the pros and cons between Nakamoto consensus and classical consensus through a rap battle.

Papers inspiring - Bitcoin: A Peer-to-Peer Electronic Cash System

We discuss papers inspiring the most popular cryptocurrency, bitcoin.

Discriminated / Tagged unions in C

This is a brief introduction depicting the need for tagged unions and their use case

Deploying Gatsby site on GitHub Pages

This is a tutorial depicting multiple ways to deploy a Gatsby site on GitHub Pages

PROJECTS

Cross Border Request to Pay

HMS with Sepsis predictive models

Static site generator

ASR and Classification of Nepali Speech

Pest Classification using Deep Learning

A cross platform mobile application tailored for farmers to identify pests infesting their yield, and suggesting the appropriate biological control method. It consists of a TensorFlow model built with VGG-19 and made suitable for deployment on mobile devices using TensorFlow Lite Converter.

Campus Online Attendance System​

A web-based attendance system for college developed using Node.js for backend, React for frontend and MySQL for database.

Deep Learning based Facial Recognition

A system built using OpenCV and TensorFlow with the help of VGG-16 model and uses Siamese network for face classification. Designed to take classroom attendance in bulk.

E-Kisaan​

A web application built using Node.js meant to promote urban farming and provide a platform for buying and selling of urban farming products. ​It was awarded as the winning product in LOCUS Hack a week 2020.

OpenGL based Ranipokhari 3D Simulation

3D simulation of Ranipokhari programmed using OpenGL and designed using Blender with proper lighting effects, camera movement and water simulation.

Sky Bomber

You are the only remaining pilot of a fighter jet assigned to obliterate everything and anything within your sight. Apply your projectile motion wits and be as accurate as possible while throwing the missiles. But beware ! The fuel is running low.

Flood Alert System

Flood alert system utilizes radio waves to send flood alerts based on the depth of water sources. The depth of the water is measured utilizing the ultrasonic technology and alerts are sent through receiver transmitter setup.

Sudoku solver

A simple Sudoku solver in C using depth first backtracking algorithm.

Get in touch 👋

Hi, I’m Aayush.
I am an MS CS student with an avid interest in AI and DBMS.

Campus Online Attendance System

E-Kisaan

A web application built using Node.js meant to promote urban farming and provide a platform for buying and selling of urban farming products. It was awarded as the winning product in LOCUS Hack a week 2020.