Siddharth Ramesh Email & Phone Number

Sweden

Gothenburg, Vastra Gotaland County, Sweden

Software Applications developer at Steering and Deceleration

Gotenburg

Developed a POC ML model that takes in elastic properties of the bushing along with dimensionality constraints and the model predicts and suggests a geometry with precise volume of rubber and metal that satisfies the input constraints and specs. - Designed a methodology for obtaining training data through FEM simulations.- Design a training pipeline to use surrogate modelling and other supervised ML techniques.- Integrate the automated prediction and data acquisition methodology to the current busing development process at Volvo Cars.

Bangalore Urban, Karnataka, India

-Worked on benchmarking object detection ML algorithms on edge devices : Jetson Nano, Google Coral TPU, Intel Movidius stick etc- Performed transfer learning from existing object detection ML algorithms and measure inference metrics on various SBCs. - Evaluating tradeoffs between Precision vs Computational Power as a cost for attempting tasks with Drones with Onboard computers. - Building an solution to maintain a traffic control for drones similar to ATC using RFID beacons.-Worked on Microsoft AirSim to simulate a search and rescue mission in a synthetic flood environment

Bangalore Urban, Karnataka, India

Mentor: Chiranjib Bhattacharya- Worked with a team building an autonomous Drone automation system- Was responsible for developing a hardware and a software platform for a localisation testbed for Drones.- Software integration was developed on ROS (C++/Python)

Master Of Computer Science - Algorithms, Logic And Programming Technology, Computer Science

Bachelor Of Engineering, Computer And Information Sciences And Support Services

High School

High school major : Computer science