Projects

Collection of projects.

Cross Border Request to Pay
Go, RabbitMQ, Docker, CI/CD
API Service, Backend
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
Python, ML, Flask, Go, GraphQL
Machine Learning, Backend
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
Go, GCP, Firestore, App Engine, Cloud functions
Backend, Google Cloud, Serverless
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
React, Fast API
Deep Learning, NLP, wav2vec, ASR
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.
Report
2022
Pest Classification using Deep Learning
TensorFlow, Flutter
Deep Learning, Computer Vision
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
MySQL, Express, React, Node.js
Database, Web development
A web-based attendance system for college developed using Node.js for backend, React for frontend and MySQL for database.
Client sideServer sideAdmin side
2020
Deep Learning based Facial Recognition
OpenCV, TensorFlow
Computer Vision, Deep Learning
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
MySQL, Express, Node.js
Web development, Competition
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
Blender, OpenGL
3D Graphics, Blender
3D simulation of Ranipokhari programmed using OpenGL and designed using Blender with proper lighting effects, camera movement and water simulation.
2020
Sky Bomber
SFML
Game, Arcade
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.
GitHub
2019
Flood Alert System
Arduino, Radiohead
Hardware, Ultrasonic, Wireless
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.
GitHub
2019
Sudoku solver
C
Depth first backtracking
A simple Sudoku solver in C using depth first backtracking algorithm.
GitHub
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

Projects

Cross Border Request to Pay

Go, RabbitMQ, Docker, CI/CD

API Service, Backend

HMS with Sepsis predictive models

Python, ML, Flask, Go, GraphQL

Machine Learning, Backend

Static site generator

Go, GCP, Firestore, App Engine, Cloud functions

Backend, Google Cloud, Serverless

ASR and Classification of Nepali Speech

React, Fast API

Deep Learning, NLP, wav2vec, ASR

Pest Classification using Deep Learning

TensorFlow, Flutter

Deep Learning, Computer Vision

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​

MySQL, Express, React, Node.js

Database, Web development

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

OpenCV, TensorFlow

Computer Vision, Deep Learning

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​

MySQL, Express, Node.js

Web development, Competition

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

Blender, OpenGL

3D Graphics, Blender

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

Sky Bomber

SFML

Game, Arcade

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

Arduino, Radiohead

Hardware, Ultrasonic, Wireless

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

C

Depth first backtracking

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

Get in touch 👋

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.