Vijay Chintalapudi
Engineering Manager & Tech Lead @ NVIDIA | Deep Learning for Perception Autonomous Driving
- Role
- Engineering Manager and Tech Lead at NVIDIA
- Location
- Santa Clara, CA, US
- LinkedIn followers
- 500 followers
About Vijay Chintalapudi
Leading a team of 6 highly skilled individuals to develop and productize state of the art Deep Learning solutions for Path perception in Autonomous driving all the way from L2 to L5 level of autonomy.8+ years experience in the field of image processing, computer vision and deep learning for perception.Strong focus of building well tested and scalable infrastructure for DNN research and deployment in production.Currently specialized in perception of drive critical entities such as lanes and paths using camera sensors.Interested in leadership roles in Applied research engineering involving Machine learning.
Experience
Engineering Manager and Tech Lead
Apr 2017 — Present · Santa Clara, CA, US
Leading a team of 6 to develop the state of the art deep learning solutions for path perception across multitude of driving scenarios.• Team is responsible for data curation, data engineering, analytics, model architecture and training, metric analysis and In-car deployment• Apart from DNN research, heavily investing in developing well tested and scalable training infrastructure with seamless integration with production, • Constant feedback of performance from in-car testing and verifying strong correlation with on-bench KPI metrics.• 3 patents filed related to model design and training methodology.First 30 seconds in attached video showcases my team\'s product!
Education
UC San Diego
Master of Science (M.S.), ECE: Intelligent Systems, Robotics and Control
2015 — 2017
Indian Institute of Technology, Bombay
Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering
2009 — 2013
Skills
- Node.js
- C
- Python
- Latex
- C++
- Tensorflow
- Mongodb
- Trace32
- Microsoft Office
- Matlab
- Opencv
- Theano
- Javascript
- Deep Learning
- Ros
- Algorithms
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