Darshan Ramesh Email & Phone Number

Veldhoven, North Brabant, Netherlands

Enschede, Overijssel, Netherlands

Eindhoven Area, Netherlands

● A research-oriented project to identify the blockages in a high-speed conveyor belt system using RGB cameras● Developed a prototype using Neural Nets (Deep Learning) to detect the boxes with more than 90% accuracy.● Semi-automated the task intensive image annotation pipeline which reduced the annotation time to minutes from hours● Used Microsoft Azure Data Science Virtual Machines for training deep learning models● Studied the influence of transfer learning on training time… Show more ● A research-oriented project to identify the blockages in a high-speed conveyor belt system using RGB cameras● Developed a prototype using Neural Nets (Deep Learning) to detect the boxes with more than 90% accuracy.● Semi-automated the task intensive image annotation pipeline which reduced the annotation time to minutes from hours● Used Microsoft Azure Data Science Virtual Machines for training deep learning models● Studied the influence of transfer learning on training time and accuracy of the models● Conducted ablation studies on various hyperparameters affecting the accuracy of the model● Gained sufficient knowledge on the single and multi-object trackers.● Presented the solution during the "tech-day" event of the company.● Demonstrated the abilities to adapt, integrate and learn quickly. Show less

Delft Area, Netherlands

● Explored suitable algorithms to perform the pick-place action of care robot in a specific condition (from floor to top of the table) without collisions around the robot● Benchmarked different motion planning algorithms using Python● Knowledge of Robot Operating Systems, Octomaps and Point Cloud Library(PCL)

Bengaluru Area, India

● Woked on an Enterprise tool that aids the design of GUI for a TV set-top-box● Responsibilities varied from gathering and understanding the requirements from various internal teams, developing, testing and timely release of different versions. Employed Agile methodology in the process of SDLC● Exposure on C# .NET framework with WinForms and XML● Experience with the version control tool such as Git● An awardee of a performance-based award for being pro-active, a team player and… Show more ● Woked on an Enterprise tool that aids the design of GUI for a TV set-top-box● Responsibilities varied from gathering and understanding the requirements from various internal teams, developing, testing and timely release of different versions. Employed Agile methodology in the process of SDLC● Exposure on C# .NET framework with WinForms and XML● Experience with the version control tool such as Git● An awardee of a performance-based award for being pro-active, a team player and meeting the deadlines Show less

Bengaluru Area, India

● Worked on creating an internal website using PHP and Joomla (CMS) framework● Delivered a proof-of-concept project using Openstack cloud technology, Metal-As-A-Service (MAAS)● Presented the above concept in an intra-company white paper presentation as one of the top 10 finalists

Master'S Degree, Embedded Systems

● Studied specialized courses in the field of Image processing & Computer Vision with experience in executing computer vision and deep.

Nanodegree Program, Machine Learning- Introduction

● Built a pipeline to compare the accuracies of different supervised learning classifiers to identify potential donors to a charity..

Bachelor'S Degree, Telecommunications Engineering

Activities and Societies: Chief organizer of inter-collegiate tech events. ● Performed a research-based project aimed at optimizing.