Vishnuvardhan Varanasi Venkata
Bengaluru
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
8
8
years of professional experience
Work History
Senior Staff Data Science Engineer
Enphase Energy
08.2020 - Current
- Orchestrated development and execution of strategic initiatives in home energy management systems, driving about 20 % increase in energy efficiency and empowering customers to achieve greater sustainability
- Resulted in acquisition of 2 high value trade secrets and 2 patents in pipeline, safeguarding company intellectual property
- Developed scalable industry leading AI solutions with >95 \% accuracy outperforming state-of-art at scale of millions of IoT devices
- Led cross-country teams in development and deployment of AI solutions with better architectures resulting in at least 10x reduction in response times
- Hired, coached and led about 10 new hires to solve and deliver new initiatives
- Streamlined performance monitoring of AI models by deploying robust automated solution, saving team over 20 hours per week and ensuring continuous optimization and efficiency
Visiting Research Scientist
INRIA France
02.2017 - 08.2017
- Proposed deep neural network based approach for robust acoustic source localization
- Overcame disadvantages of cross correlation based features in noisy environment as high as SNR 0 dB levels
Technical Lead
YAHOO
06.2009 - 03.2014
- Designed algorithms for routing users to data centre of network proximity
- Developed algorithm that processes millions of records with details like resolver IP, target data centre, client IP and corresponding round trip time
- Deployed routing algorithm using distributed computing with HADOOP for algorithm to work with real time data
- Created automatic load balancing configuration system to speed up process of creation of Virtual IPs on load balancing devices from A10 and Foundry
- System serves all YAHOO properties in getting VIPs with desired configurations
Education
Ph.D. - Signal Processing
08.2020
Master of Technology - Signal Processing
08.2020
Bachelor of Technology - Electronics And Communication Engineering
04.2009
Skills
- Machine Learning
- Deep Learning
- Artificial Intelligence
- Data Science
- Microservices
- Process Development
- Cost Analysis
- Product Development
- Root Cause Analysis
- System Design
- Critical thinking
- Problem solving
Timeline
Senior Staff Data Science Engineer - Enphase Energy
08.2020 - Current
Visiting Research Scientist - INRIA France
02.2017 - 08.2017
Technical Lead - YAHOO
06.2009 - 03.2014
IIT Kanpur - Ph.D., Signal Processing
IIT Kanpur - Master of Technology, Signal Processing
GITAM College of Engineering (Andhra University) - Bachelor of Technology, Electronics And Communication Engineering