Dinesh Lanka

Automotive Product Development- ADAS and Autonomous Driving, End-2-End Product Development, Vehicle Launch and ADAS L2/L3/L4 customer functions/features development (AEB, LKA, DMS, CMS, ACC, TSR, TLR, Auto Park, 3D Surround View, Hands-Free driving, etc.)

Research and Development of imaging algorithms to enhance the DLR IPCT measurement system

Implementation of Image segmentation, Blob detection, Object Recognition and Ensemble Learning for object detection , localization and tracking of surface markers for surface deformation measurement of aircraft wings and propellers in large image data sets

Worked on the evaluation of new optical measurement techniques for in-flight measurements which constitutes understanding the stereo vision concepts of calibration, 3-D surface regeneration, image warping, stochastic pattern correlation, 3-D pose and spatial depth estimation. Additional responsibilities include investigation of failure scenarios in the existing tool performance.

High accurate Position Measurement of moving Pins by an Image Processing System • Construction of Telecentric Optical arrangement with CCD image sensors • Design and development of machine vision algorithms for automated quality inspection of industrial parts with high measurement accuracy in images hindered by high noise

Test Lead – On-site client & Off-shore team coordination • Test Plan and Estimation, Defect Life Cycle Management, Resource management • Manual and Automation Testing (Record & Playback and Hands-on in Descriptive Testing)

• Test Development using water fall and agile testing methodologies • Implementation of Software Testing (Phases of SDLC) • Manual Testing of Hybrid Software Application

Development of a thermal error prediction model for a Vertical Milling Centre by using MSVR regression in MATLAB • Mounting of thermal sensors at temperature critical zones of milling centre • Analysis and interpretation of data feedback from thermal sensors • Development of thermal error prediction model with the use of Support Vector Regression

An illustrative study on CNC Machining and Quality Control techniques adopted to attain six-sigma standards in alloy wheel manufacture • Conducted an illustrative study on CNC Machining of alloy wheels • Investigated the Quality Control techniques employed to attain six-sigma standards in alloy wheel manufacture

Computer Vision, Control Engineering, Control Engineering, Embedded Control, Embedded Control, Industrial Automation, Machine and System Dynamics, Machine and System Dynamics, Mechatronic Systems, Power Electronics, Sensorics and Actorics

Mechanical Engineering