Advanced Product Development.

I will be working with the Audio team at Meta Reality Lab.

1. Tiny Machine Learning for Keyword Spotting. 2. Deep Learning for single and multi-channel Speech Enhancement.

AI/Deep Learning, Speech Separation and Enhancement, Wireless Acoustic Sensor Networks, Single and multichannel speech processing, 2D/3D Source Localization & Tracking, Beamforming, Dynamic Range Compression, Acoustic Feedback Cancellation, Digital Signal Processing

Courses where I served as Teaching AssistantGraduate Level Courses: Advanced Digital Signal ProcessingUndergraduate Level Courses:Advanced Engineering MathematicsDigital Signal ProcessingAlnalog Design Lab

Dynamic Range Audio Compression, Smartphone-based Audiometry, Acoustic Feedback Cancellation, Real-time Smartphone Implementation, Statistical Methods

Signal Processing, Digital Hearing Aids

Projects Done1. Complexity reduction in S-Transform for Sparse Signals2. Correntropy based learning for Active Noise Control3. Sparse De-correlation method for Feedback Cancellation on Hearing AidExplored and worked on Adaptive filters, Sparse Adaptive filtering approaches, Active noise control, Feedback cancellation.Learnt and simulated Correntropy based learning algorithms, Zero attractive algorithms for sparse systems and Nonnegative LMS algorithms for physical… Show more Projects Done1. Complexity reduction in S-Transform for Sparse Signals2. Correntropy based learning for Active Noise Control3. Sparse De-correlation method for Feedback Cancellation on Hearing AidExplored and worked on Adaptive filters, Sparse Adaptive filtering approaches, Active noise control, Feedback cancellation.Learnt and simulated Correntropy based learning algorithms, Zero attractive algorithms for sparse systems and Nonnegative LMS algorithms for physical systems. Performed transient and steady state analysis of above stated algorithms using stochastic gradient based approach. Show less

Guided and motivated students in technical projects, took introductory sessions for freshers and organized a workshop on basics of Microcontroller, application of wireless Sensors and Bluetooth module.

The purpose of this project was to develop a framework of initiatives for the Ministry of skill development and Entrepreneurship where use of technology can be leveraged to meet the objectives of the Government.I worked with consultants and other interns.I researched on developed country's skill assessment policies and tried to frame a better assessment model for India's small independent workers. We also had several meeting with other government officials on how to decrease… Show more The purpose of this project was to develop a framework of initiatives for the Ministry of skill development and Entrepreneurship where use of technology can be leveraged to meet the objectives of the Government.I worked with consultants and other interns.I researched on developed country's skill assessment policies and tried to frame a better assessment model for India's small independent workers. We also had several meeting with other government officials on how to decrease unemployment of by mapping Industries need to Job seekers by following this assessment model by both. Show less