
Darshan Ramesh
Software Engineer

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About me
Software Engineer
Education

Visvesvaraya Technological University
2010 - 2014Bachelor's Degree Telecommunications EngineeringActivities and Societies: Chief organizer of inter-collegiate tech events. ● Performed a research-based project aimed at optimizing the area occupied & power consumption of a Digital Down Converter (DDC) in 4G WiMax● We achieved roughly a 93% reduction in the area occupied and around 3.5% power reduction. The same was published in the prestigious IEEE conference● Studied a broad spectrum of courses varying from Digital Signal Processing, Embedded Systems and Logic Designing to Field theory, Information Theory and Analog Communication● Presented a short… Show more ● Performed a research-based project aimed at optimizing the area occupied & power consumption of a Digital Down Converter (DDC) in 4G WiMax● We achieved roughly a 93% reduction in the area occupied and around 3.5% power reduction. The same was published in the prestigious IEEE conference● Studied a broad spectrum of courses varying from Digital Signal Processing, Embedded Systems and Logic Designing to Field theory, Information Theory and Analog Communication● Presented a short technical presentation on an overview of the Large-Hadron-Collider (LHC) as part of a course. Show less

University of Twente
2017 - 2019Master's degree Embedded systems● Studied specialized courses in the field of Image processing & Computer Vision with experience in executing computer vision and deep learning projects● Worked on a research-based project which involved state-of-the-art object detection and tracking algorithms using both Deep Learning and Computer Vision techniques● The internship was in the field of Robotics working with a care robot for elderly

Udacity
2020 - 2020Nanodegree Program Machine Learning- Introduction● Built a pipeline to compare the accuracies of different supervised learning classifiers to identify potential donors to a charity. Discussed and justified the use of Ensemble learners with different classifiers● Built an image classifier to identify 102 types of flowers using deep learning with transfer learning achieving 82% accuracy● Built a pipeline for data-preprocessing, cleaning, and feature engineering. Used Principal component analysis for the dimensionality reduction and… Show more ● Built a pipeline to compare the accuracies of different supervised learning classifiers to identify potential donors to a charity. Discussed and justified the use of Ensemble learners with different classifiers● Built an image classifier to identify 102 types of flowers using deep learning with transfer learning achieving 82% accuracy● Built a pipeline for data-preprocessing, cleaning, and feature engineering. Used Principal component analysis for the dimensionality reduction and KMeans for clustering Show less
Experience

L&T Technology Services Limited
Aug 2014 - Jul 2015Software Engineer● 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

Cisco
Jul 2015 - Aug 2017Software Engineer● 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
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Heemskerk Innovative Technology BV (HIT)
Jul 2018 - Nov 2018Robotics Intern● 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)

Vanderlande
Jan 2019 - Oct 2019Research And Development Intern● 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

University of Twente
Jul 2020 - May 2021Researcher
ASML
Jul 2021 - nowDesign Engineer
Licenses & Certifications
- View certificate

Exploratory Data Visualization
Dataquest.ioSept 2020 - View certificate

Python for Data Science: Intermediate
Dataquest.ioJun 2020 - View certificate

Deep Learning
UdacityMay 2020 - View certificate

Neural Networks and Deep Learning
CourseraApr 2020 - View certificate

Python for Data Science: Fundamentals
Dataquest.ioMay 2020 - View certificate

Data Science Math Skills
CourseraAug 2020 - View certificate

Pandas and Numpy Fundamental Course
Dataquest.ioAug 2020 - View certificate

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraMay 2020 - View certificate

Structuring Machine Learning Projects
CourseraAug 2020 
Machine Learning Introduction
UdacityApr 2020- View certificate

Convolutional Neural Networks
CourseraJul 2020
Honors & Awards
- Awarded to Darshan RameshStar of the month L&T Technology Services Mar 2017 L&T Technology Services for outstanding contribution in the Cisco Video Technologies project.
Volunteer Experience
Chief Organizer
Issued by SIR MVIT on May 2012
Associated with Darshan Ramesh
Languages
- hiHindi
- kaKannada
- enEnglish
- teTelugu
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