Deeksha Manjunath Email & Phone Number

Santa Clara, Ca, Us

Plantation, Florida, United States

Atlanta, Georgia, United States

Graduate Teaching Assistant for CS7641 Machine Learning

Beaverton, Oregon, United States

Research on 6G Communication:● Integrated Sensing Systems: Part of a sensing team working towards advanced telemetry device to aid AI in edge computing environments and 6G communications. ● Implemented complex signal classification technique: bispectral neural networks on sensor signals for object tracking in autonomous vehicles and radar-aided beam placement prediction, required to optimize ASIC/FPGA architectures (reduced the time complexity by 50%).

Atlanta, Georgia, United States

● Research on Speech Assisting Multi-Microphone System. ● Developed a multi-microphone system, implementing a speech transcription model using RNN-LSTM. Leveraged signal processing skills for optimal noise cancellation using digital adaptive filters, significantly improving audio application performance.

● Audio and Speech Sensing: Executed algorithms on audio and speech analysis, implementing deep learning X-vector based speech detection, speaker identification (spectral clustering) and speaker diarization using distributed ambient acoustic sensing.

Worked with an audio processing and machine learning team at Samsung R&D Lab● Acoustic Event Detection: Researched and developed cutting-edge techniques in audio modeling, creating an efficient multi-class machine learning model for acoustic event detection using Convolutional Neural Networks (CNN). ● Successfully applied this algorithm to identify distinct key events (noise, conversations, singing, etc.) in audio data.

Researched and worked on a project for determination of human vital signs (breathing rate, heart rate) using millimeter wave frequency modulated continuous wave radar.Implemented effective denoising and filtering algorithms for the radar signals and increased the signal to noise ratio.

Master Of Science - Ms, Electrical And Computer Engineering

Bachelor Of Engineering - Be, Telecommunications Engineering

Activities and Societies: Astronomy club, Table Tennis

Pre-University, Science