Projects
Decentralized App for Covid-19 Prognosis using AI
The objective of this project use the power of Web3 as a data storage mechanism and integrate it with the medical field
Used Dash-Plotly, Tensorflow, Flask, ReactJs, Heroku, Ganache, G-sheets, Solidty
For time being only the covid cases were considered, the DL models were trained to determine covid via the chest x-rays, web3 running on ganache is used to store the patient details and test result, to have a tamper free environment Ethereum block chain is used.
Microscopic Image Insights
The objective of this project is to help in faster analysis of blood samples.
Used Tensorflow, Roboflow, Streamlit, APEER
The user just needs to upload the sample images into the UI, the model deployed in the backend analysis and generates the report with the counts of each cell type, identifies the type of WBC. The scope of this project can be further enchanced by training on various blood related diseases.
World Economy Tracker (A Data Engineering Project)
The objective of this project is to track the exchange rates of various countries across the world and also track the gold prices.
All necessary AWS services are utilized.
With an aim to track and predict the exchange rates and gold prices. The users can make necessary financial decisions.
Health Buddy (A ML based Mental Health Bot)
The objective of this project is to help techies with their mental health issues.
Used scikit-learn, flask, google dialog-flow, telegram, mongodb and heroku
The chatbot can be integrated with any platform. The bot recommends for therapy after assessing the user by asking a few questions. It also recommends articles and important news feed based on the patients condition
Yoga Pose Classifier
The objective of this project is to help people perform yoga at home without an instructor.
Used reactjs, mediapipe, tensorflow and mongodb
The platform identifies the yoga poses and corrects the posture with voice instructions. The database collects the progress which was further used in deeper analysis.
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