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 RaipurTrained 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 HackathonLeveraged 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.