Mukilan Vijayakumar

About Mukilan Vijayakumar

Working as AI/ML Staff Engineer at Qualcomm,Ex-Valeo Expert, having a Decade of expertise in Automotive ADAS, Deep Learning, Computer Vision, Image Processing, Optimization, Porting algorithms and Deploy DL CNN algorithms on various embedded platforms Nvidia Drive Agx(Xavier, Jetson), Qcom Qdrive 3.0(SA8540, TI TDA4, TI TDA2, Reneses V3H V3M. Hands-on Expertise on Deployment of various DL CNN networks on Nextgen EVM’s- Nvidia, Qcom, TI TDA4 platforms, port, analyse DL HW Accelerators, optimize, pipeline and making a Demo application from scratch for showcasing POC to BMW, Daimler, Sony. Hands-on Expertise in analysing & debugging overall system & Vehicle level issues for the computer vision Algorithms in making it an end product. Parking slot-marking detection, Implemented new Double line feature and successful in getting it delivered for many customer’s Ford, Geelys, Byd, Evergrande. Holds a Granted German patent DE10••••••••76A1 \"METHOD FOR OPERATING A PARKING ASSISTANCE SYSTEM\". Targetless trailer tracking, Developed/ported from scratch, integrated to TI TDA2, V3M and delivered to GM, BMW Embedded Optimization of Pedestrian Detection algorithm for V3M,V3H using Hardware accelerators - IMR, CNN Lead team of 10+ members to Port, Integrate, Optimize and deliver Computer vision algorithm for GM, Geely, Ford. Hands on expertise on Computer Vision Algorithms (Pedestrian Detection, Parking Slot Detection) & Trailer Algorithms(Targetless trailer tracking, Motion tracking calibration). Expertise on ADAS applications - Night Vision System based on active NIR Camera, Detection of on road obstacles, Gaze detection and Tracking, Blink frequency and Drowsiness Detection, Path guidance based on on-road obstacles, High speed object tracking algorithms, Lane detection and departure warning system,Face Detection and Recognition.

Experience

1. Ai Ml Staff Engineer

   Qualcomm

   May 2022 — Present · Hyderabad, IN

Education

• Tagore matric hr sec school

  Higher secondary, Bio Maths

  2005 — 2007

• Muthamizhl Hr sec school

  State board, Secondary Education

  2003 — 2005

• Anna University Jaya Engineering College

  Bachelor of Engineering - BE, ECE

Skills

• Embedded Systems
• Linux
• Image Processing
• Android Development
• C++
• Arm Architecture
• Opencv
• Debugging
• Matlab
• Visual Studio
• Android
• Algorithms
• C
• Programming
• Computer Vision