Surbhi Rathore Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

As a AI Specialist Developing In-Cabin solution to enhance occupant safety and user experience.-Using Deep learning based approaches to provide vehicle occupant safety best in industry.-Fusion data from different sensor to increase reliability and accuracy on solution-Cost Effective and reliable solution for driver assistance -Given Knowledge sharing sessions within and outside teams-Team Building Activities and strong collaboration with teams are performed-Talent… Show more As a AI Specialist Developing In-Cabin solution to enhance occupant safety and user experience.-Using Deep learning based approaches to provide vehicle occupant safety best in industry.-Fusion data from different sensor to increase reliability and accuracy on solution-Cost Effective and reliable solution for driver assistance -Given Knowledge sharing sessions within and outside teams-Team Building Activities and strong collaboration with teams are performed-Talent Acquisition also done for team . Hired many Engineers for organization goals achievement Show less

Bengaluru, Karnataka, India

Worked as Pre-Analyst for Emergency break Assist feature.-End to End Emergency brake assist feature Analysis-Analyzing, Detecting and reporting feature failure reasons -Sensor capability understanding and prioritizing one sensor information over other -On Ground Vehicle testing-Key Role in Development of entire product from initial stage to end product launch-Adapted Skills of Project Management and scheduling the Projects, achieving targets on time.-Handling… Show more Worked as Pre-Analyst for Emergency break Assist feature.-End to End Emergency brake assist feature Analysis-Analyzing, Detecting and reporting feature failure reasons -Sensor capability understanding and prioritizing one sensor information over other -On Ground Vehicle testing-Key Role in Development of entire product from initial stage to end product launch-Adapted Skills of Project Management and scheduling the Projects, achieving targets on time.-Handling customer reviews and Launch Procedures. and providing efficient solutions Show less

Bengaluru Area, India

Worked as ADAS feature developer-Static Environment fusion for Comprehensive Environment modeling-Key Role in Development of entire product from initial stage to end product launch-Developed Algorithms for customer requirement and carried out optimized implementation.-Memory/space optimization of product and make it ready to go live in vehicle.-Developed ES specifications, Functionality design and User Interface, Test conditions, Test procedure and test course for CEM… Show more Worked as ADAS feature developer-Static Environment fusion for Comprehensive Environment modeling-Key Role in Development of entire product from initial stage to end product launch-Developed Algorithms for customer requirement and carried out optimized implementation.-Memory/space optimization of product and make it ready to go live in vehicle.-Developed ES specifications, Functionality design and User Interface, Test conditions, Test procedure and test course for CEM product.-breakdown of requirements from design and architecture level to implementation level.-Expertise in implementing and updating product based on customer review/requirement-Project deployment-customer handling and support-Received training for Deep learning modeling , Sensor Fusion, Vehicle testing, - Team Building Activities and strong collaboration with teams are performed Show less

Bengaluru Area, India

Worked on development and implementation of various Robotics and machine learning algorithms.1) Developed an end-to end Autonomous Guided Vehicle for Indoor environment- Developed method for Localisation system for the autonomous guided vehicle both for the indoor and outdoor environment.- Developed and Optimized Model Predictive Control to manoeuvre the bot autonomously in the environment. - Developed an algorithm to detect dynamic and static obstacles using low-end 2-d… Show more Worked on development and implementation of various Robotics and machine learning algorithms.1) Developed an end-to end Autonomous Guided Vehicle for Indoor environment- Developed method for Localisation system for the autonomous guided vehicle both for the indoor and outdoor environment.- Developed and Optimized Model Predictive Control to manoeuvre the bot autonomously in the environment. - Developed an algorithm to detect dynamic and static obstacles using low-end 2-d LiDar producing the output within nano-second of detection.- Designed and developed a mathematical model for the vehicle to tow multiple trolleys in a manufacturing unit.- Implemented real-time Local and Global Planner in ROS to avoid obstacles by constructing Local and Global cost maps. Show less

Bengaluru Area, India

Cracked "Power Programmer" coding exam and was under top 100 Infosys coding experts and got Certified from Udacity for Self Driving Car Nanodegree program.Project completed under the program : A. Computer Vision and Deep learning and Natural Language Processing :- Lane line detection: Detected lane lines using image processing and computer vision methods.- Behavior cloning: Trained neural network to simulate human driving behavior on road and tested it on a simulator.-… Show more Cracked "Power Programmer" coding exam and was under top 100 Infosys coding experts and got Certified from Udacity for Self Driving Car Nanodegree program.Project completed under the program : A. Computer Vision and Deep learning and Natural Language Processing :- Lane line detection: Detected lane lines using image processing and computer vision methods.- Behavior cloning: Trained neural network to simulate human driving behavior on road and tested it on a simulator.- Traffic Sign classifier: Classified traffic signs using various architectures like LeNet, AlexNet etc.- Vehicle Detection: Detected vehicles using Yolo version 3 and also tested with machine learning algorithms such as Support Vector Machine(SVM).B. Semantic Segmentation :Implemented path planning by classifying road and non-road parts by using Fully Convolution Networks(FCNs).C. Sensor Fusion, Localisation and Controls:- Kalman Filter: Implemented sensor fusion of Lidar and Radar data using Kalman filter to track vehicles. Show less

Master Of Technology (M.Tech.), Information Technology, Grade 'A'

Activities and Societies: Member of Placement cell || Organizing Committee member of Technical event 'Reboot' || Organizing Committee.

Higher Secondary, Mathematics, Grade 'A'