A long announcement with details

Joined iFarmer as an R&D intern at their New Business Opportunity (NBO) wing. My key reponsibilites includes:

Designed and developed an IoT-based cattle health monitoring device using ESP32 and IMU sensors to forecast estrus periods, detect potential diseases, and identify abnormalities.
Collected and labeled dataset of cattle movement, performed feature extraction, and implemented outlier detection using Pandas, PyOD, and Scikit-Learn.
Implemented a machine learning model using FastAPI to ensure real-time responsiveness of ”Cowdy” and designed a MongoDB database for efficient data handling and storage.