I am developer , deeply interested in Web3, machine learning. Currently I am in my fourth year and working as a Software developer intern.
· We used various yolo models in this project to check which works better for us. We also tried a model using CNN.
· One model which we built can identify if it's shrimp or not and another can predict shrimp having disease or not.
· We deployed our model on Raspberry Pi
· Developed an OCR module to extract relevant details from medical reports. Major focus was to extract the table
present in the report as it is to an excel sheet.
· Created an API using flask. When a user hits this API with an image it will return the data in JSON format.
· Working on a project which solves the problem of wifi-access point.
· Developed an Android app which collects the data of various wifi parameters which later used to train our model.
Created AWS infrastructure using Cloudformations.
Deployed ML models on AWS SageMaker, integrating with GitHub Actions for CI/CD and conducted load tests on model.