Dhinesh Kumar Ravi
Principal Ai Ml Architect @Oo Studio Inc
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WORK HISTORY
Principal Ai Ml Architect @Oo Studio Inc
Chennai, IN
Develop and optimize Text-to-Speech (TTS) models using Deep Learning (DL) and Natural Language Processing (NLP) techniques.• Work with AWS services like Polly, SageMaker, Lambda, and S3 to deploy and manage AI models in a cloud environment.• Improve voice quality, prosody, and naturalness of synthesized speech.• Train and fine-tune neural speech synthesis models (e.g, F5, Tacotron, FastSpeech, WaveNet, VITS).• Develop pipelines for data processing, model training, and evaluation.• Implement real-time and offline TTS solutions for various applications.• Develop and implement voice conversion techniques to transform the speaker\'s voice while preserving the linguistic content and prosody.• Collaborate with cross-functional teams to integrate TTS models into applications and products.• Design and deploy voice cloning models to create synthetic voices that accurately mimic the speech patterns and characteristics of a specific individual.• Optimize models for low latency and high performance on cloud and edge devices.• Research and apply state-of-the-art advancements in speech synthesis.
EDUCATION
University of Surrey
Master's degree, Electrical, Electronics and Communications Engineering, Telecommunications, Machine Learning
R.M.D ENGINEERING COLLEGE
Bachelor of Engineering (BEng), Electrical, Electronics and Communications Engineering
Vellore Institute of Technology
Doctor of Philosophy - PhD, Edge AI - 5G/6G integration for ITS applications
ABOUT DHINESH KUMAR RAVI
Expertise in Mobile and Satellite Communications, Deep Learning, Machine Learning, Computer Vision, Edge Computing, Embedded Software, Statistics, Probability and Network management with efficient practical exposure by developing models from scratch. I always believe to keep my knowledge up to date in current technologies and to work on Cutting Edge project and technologies in order to achieve the state of art result for the social welfare. I am currently working in Intelligent Transportation Systems (ITS) area by integrating state of art techniques like 5GS, Edge/Cloud Computing, AI and upcoming techniques in 6G and I also closely worked with Defense Science and Technology Laboratory (DSTL), UK in order to solve the Telecommunication Problem by using Deep Learning techniques. Apart from I am closely associating with Network Intelligence Transportation System (NITS) and T-SIMLAB TEG, IIT Roorkee for the research and product development.
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