Kruthi Murali Email & Phone Number

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

• Design and development of custom ML-based solutions ranging from recommendation systems,ML-based imaging, video, data analytics and ML-based image and video coding applications• Optimization of core ML layers for efficient throughput during inference and training• Optimization of core ML operators for custom software and hardware platforms• Interface with the team architects and customers to align on custom requirements

Pittsburgh, Pennsylvania, United States

• Developed various algorithms for data analysis, building feature engineering frameworks and training environment with machine learning and deep learning using techniques compatible with analog processing chip (RAMP) for ultra-low-power edge computing applications.• Developed and tested signal processing libraries for acoustic applications to be used in RAMP. • Developed feature engineering frameworks, ML algorithms for glassbreak detection and arrhythmia detection.• Explored Physics Informed Neural Networks and implemented it on RAMP.

Pittsburgh, Pa

• Analyzing the images captured by machines from Bossa Nova which assists in restocking of shelves in supermarket stores by scanning the shelves and alerts the employees when a shelf needs restocking.• Performing Semantic Segmentation on the images captured to generate masks of shelves.

Bangalore

• Reviewed the design of 5G modem with Design Engineers to ensure it meets the specification requirements.• Prepared a verification plan based on design specification to detect any bugs in the RTL design and achieve 100% functional coverage.

Masters, Electrical And Computer Engineering

Bachelor Of Engineering - Be, Electrical, Electronics And Communications Engineering