Rayal Raj-Prasad Email and Phone Number
Rayal Raj-Prasad work email
- Valid
- Valid
Rayal Raj-Prasad personal email
Rayal Raj-Prasad phone numbers
Mechanical Engineering graduate from Columbia University with a strong focus on Computer Vision, AI, Perception and Robotics. I'm passionate about empowering machines to sense and reason about their surroundings, guiding them toward intelligent decision-making.At Siemens, I've primarily worked on Computer Vision AI for tube vision systems (large-scale classification and segmentation CNNs) and Multi-Agent Path Finding to move tubes around automation systems (search-based and Reinforcement Learning). I have also led a DoD-funded robotics grant for COVID-19, and currently work on using Computer Vision for parts inspection and retrieval, segmentation and tracking. Previously as an intern, I was working on using LiDAR data for real-time object and human detection. I've been involved in all project phases from feasibility/prototyping through production and deployment. Beyond being a hands-on individual contributor, I have experience in IP filing (20 patents), project management, and interacting with key stake holders. I have also supervised multiple PhD and Master’s interns to explore research topics of interest.Shaping the future of healthcare with Siemens: https://www.siemens-healthineers.com/perspectives/ai-in-lab-diagnostics Areas of Interest: R&D, Robotics AI, Computer Vision, Perception, Multi-Agent Path Finding, RLLanguages: Python, C++
-
Staff Research ScientistSiemens Healthineers Apr 2022 - PresentForchheim, DeLead scientist for the $20M lab automation digital overhaul project that involved various AI components for task scheduling and optimization, tube routing, etc. Involved in the overall system architecture as well as key software/hardware decisions.Currently driving multiple projects with business units for products using technologies such as 2D-3D object registration, image retrieval, few-shot segmentation (Segment Anything Models, Vision Foundation Models, etc.) and synthetic data rendering.
-
Senior Research ScientistSiemens Healthineers Jan 2020 - Mar 2022Forchheim, DePromoted to the “Research Scientist" track in early 2020, with the expectation of driving and managing my own research topics. In this role, I frequently presented to management and key stakeholders, securing funding/resources for various projects and driving new innovation topics for our department. - Successfully proposed and led a novel Multi-Agent Path Finding (MAPF) approach for tube management which led to a $1m/year research projecto Lead scientist over-seeing this topic, driving research in search and RL methodso Large improvements in KPIs - increased tube throughput by 33% while reducing wear by 25%o Instantly scalable to large configurations, significantly reducing the SW costs - Proposed and led a $500k research grant to use robotics and automation for COVID-19 (https://vimeo.com/595917217)o Networked with collaborators in academia and the pharma industryo Proposed novel idea to accelerate COVID test development using vision and roboticso Featured in the ARM Institute Project Highlights: https://arminstitute.org/news/covid-19-focused-projects/ I was also part of the AI Factory Initiative at Siemens, where I was involved in shaping our internal supercomputer infrastructure.For my achievements in this role, I was interviewed for a Siemens Healthineers feature: https://www.siemens-healthineers.com/perspectives/ai-in-lab-diagnostics
-
Senior Research EngineerSiemens Healthineers Mar 2018 - Dec 2019Forchheim, DeWorked with scientists and engineers on tube vision systems for the Atellica Solution automation system (https://www.siemens-healthineers.com/en-us/integrated-chemistry/systems/atellica-solution-analyzers). • Developed large-scale segmentation and classification CNNs (PyTorch) for multi-spectral camera hardware• Applied Computer Vision techniques such as calibration, 3D geometry and pose estimation• Researched and implemented CNN visualizations and explainable AI (XAI) techniques • Deployed production-level C++ code on Nvidia Tegra using libraries like OpenCV and Boost - SW Development Lifecycle elements like Testing and Quality Management • Site visits and close collaborations with clinical experts and lab technicians for data collection - Training and validation data, FDA approval of algorithmsRecognized by the Siemens board as a High-Potential Employee in March 2019 - awarded with CEO stocks
-
Research Intern - Machine Intelligence, Advanced Robotics, Automation And ControlSiemens Jun 2017 - Dec 2017Munich, DeIntern, Advanced Manufacturing and Automation - Siemens Corporate Research.Research Area: Perception in Smart Manufacturing• Developed C++ driver to interface LiDAR sensor using Point Cloud Library• Designed and developed robotic platform for LiDAR and IMU• Fused LiDAR data with IMU sensor for real-time indoor mapping using ROS• Implemented deep learning algorithms to estimate object location and 6D pose -
Research Intern - Autonomous VehiclesCognizant - Research And Development May 2016 - Jul 2016Teaneck, New Jersey, UsResearch Associate at the Global Technology Office. Team was researching security for self-driving vehicles.• Evaluated and tested security vulnerabilities of CANBUS technology used in automobiles• Isolated vulnerabilities related to malicious code and documented possible fixes• Recommended static analysis tools to counter potential hacks in automobiles -
Research Analyst InternEnergy Alternatives India Jun 2015 - Sep 2015Chennai, Tamil Nadu, InMember of the core consulting team for a Solar project in a large Indian company.• Researched solar technology and the energy market• Presented research results to the client and also communicated with vendorsAlso took part in research activities beyond the assignment, and presented a paper at the International Renewable Energy Conference - RESE 2015. -
Manufacturing InternTvs Group - The Madras Engineering Pvt Ltd Jun 2014 - Jul 2014Hosur, Tamil Nadu , InIndustrial Training requirement as part of the curriculum of SRM University.• Analyzed manufacturing process of air brakes to recognize optimization possibilities• Implemented Six-Sigma optimization techniques (Kaizens) to reduce lead time• Mini-Project involved designing a hydraulic circuit for automation of an oiling process -
Undergraduate Research AssistantSmart Systems Laboratory - Dongguk University Sep 2013 - Dec 2013Seoul, Seoul, KrResearch assistant to Dr. Koh Bong-Hwan.Research projects: • Self-Organizing (Kohonen) Maps • Inter-Robotic Communication using Infrared (Swarm Robots) - Some videos can be found below
Rayal Raj-Prasad Skills
Rayal Raj-Prasad Education Details
-
Columbia UniversityMechanical Engineering (Concentration: Robotics And Control) -
Dongguk UniversityAnd Energy Engineering
-
Srm Ist ChennaiMechanical Engineering
Frequently Asked Questions about Rayal Raj-Prasad
What company does Rayal Raj-Prasad work for?
Rayal Raj-Prasad works for Siemens Healthineers
What is Rayal Raj-Prasad's role at the current company?
Rayal Raj-Prasad's current role is Research Scientist at Siemens Healthineers - Vision, Robotics, AI.
What is Rayal Raj-Prasad's email address?
Rayal Raj-Prasad's email address is ra****@****ens.com
What is Rayal Raj-Prasad's direct phone number?
Rayal Raj-Prasad's direct phone number is +192981*****
What schools did Rayal Raj-Prasad attend?
Rayal Raj-Prasad attended Columbia University, Dongguk University, Srm Ist Chennai.
What skills is Rayal Raj-Prasad known for?
Rayal Raj-Prasad has skills like Matlab, Data Analysis, Research, C++, Robotics, Mechanical Engineering, Ansys, Microsoft Office, Public Speaking, Microsoft Word, Programming, Teaching.
Free Chrome Extension
Find emails, phones & company data instantly
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial