PONNANA RAMPRASAD

6+ years of industry experience and 2+ years of experience in Data Science and machine learning. Extensiveexperience constructing data models, processing data, visualizing data, and applying Machine Learning and Deep Learning ideas using Python scripting. Have extensive mathematical knowledge of machine learning techniques as
well as expertise applying them. Capable of inventing, developing, and testing highly adaptable diversified services that convert business concerns into significant outputs.

Neural Networks and Deep Learning Certification | Coursera

Sensor-Fault-Detection:The Air Pressure System (APS) is a critical component of a heavy-duty vehicle that uses compressed air to force a piston to provide pressure to the brake pads, slowing the vehicle down. The benefits of using an APS instead of a hydraulic system are the easy availability and long-term sustainability of natural air.This is a Binary Classification problem, in which the affirmative class indicates that the
failure was caused by a certain component of the APS, while the negative class indicates that the failure was caused by something else.
Technologies Used: Python, Fast API,Machine learning algorithms,Docker,MongoDB

Attended FDP on Machine Learning Using Python Programming at Aditya Institute of Technology and Management. 10-16 June 2021