Tharun Kumar Reddy Guvvala

+ Improving the image quality with the help of classical image processing techniques. + Determining the density of shrimp. + Finding the length of the shrimps. + Computing the weight of shrimps for the whole tank.

+Collected the data set by using an electronic microscope and performed the exploratory data analysis. + Interpreting data, analyzing results using statistical techniques. + Identifying patterns and trends in data sets. + Implemented classical image processing techniques. + Developed object detection algorithms by using Deep Learning. + Created the Machine Learning and Deep learning pipelines.

+ Helped the mechatronics team by developing an algorithm to detect moss health. + Developed an image processing algorithm that identifies the amount of greenness (healthy) and yellowness (unhealthy in the moss images. + Used the OpenCV library for image processing and obtaining meaningful features from the Image.

- Coordinate Geometry and Linear Algebra, Calculus for AI and ML. - Essentials of AI (Python, SQL). - Data Analysis and Visualisation. - Machine learning. - Advanced Machine learning. - Deep Learning. - Real-world case studies.

- Robotic Vision. - Digital signal processing. - Systems theory. - Development of Mechatronics systems.