Mounish's Projects

Wireless Transducer for L&D Monitor

Mar 2022 – Oct 2022

GE Healthcare (MIC, EEDP)

Recreated existing POC of Novii Pod communication to Ambulatory Hub and Ambulatory Hub to Lotus Monitor.

Worked on simultaneous communication of Novii Pod over BT, and SpO2 sensor over MBAN Protocol with Ambulatory Hub.

Learnt and understood working with embedded systems and core linux functions.

Brain Segment Classification Web App

Aug 2021 – Oct 2021

GE Healthcare (EEDP)

Trained an AI model on Edison AI Workbench to segment WM, GM, CSF from Neuro MR exams. Developed an Angular Web App to visualise MR exams in Axial, Coronal, Sagittal views

Developed a flexible, robust, and scalable Flask backend with MySQL to replicate PACS and deployed the entire stack on Docker in a remote VM.

Food Calorie Estimation using CV

Aug 2019 – Nov 2019

Minor Project - NIT Raipur

Trained MobileNetV2 model to recognise food items. Developed algorithm to estimate the weight from the volume of the food item taking thumb as reference. and deployed it on local server.

Developed a React Native Android app to take a picture image and communicate with the server to get the calories present.

HealthBot App using NLP

May 2018 – Sep 2018

CG Hackathon

Leveraged Google Dialog Flow Chat API to develop a robust chatbot for medical diagnosis on entensive medical dataset provided by CG Govt.

It predicts the percentage of disabilities based on the answers provided by the user for the questions the chatbot prompts

Developed an Android App to interact with the backend.