Jan 2020 – Sep 2020 · 8 mos · Stuttgart Area, Germany

• Humans to Robots motion group is an autonomous research entity within the Machine Learning & Robotics Lab of the University of Stuttgart, Germany. At the group, Mayank was working for reactive programming that maps motion capture of humans to a script that can be directly applied to a dedicated robot.
• The project focuses on learning from demonstration to get behaviour hierarchy in complex reactive behaviour and develop the process suitable for dynamic environments for behaviour re-usability in other context. The research carried out is written as part of Mayank's master thesis.

Feb 2019 – Jan 2021 · 1 yr 11 mos · Berlin

• At Termbase GmBH, Mayank was responsible for user-centric product development for translation web app. Developed system architecture and optimising searching on more than 2.5 million mongo documents and wrote API endpoints for React JS support.

May 2017 – Jul 2017 · 2 mos · Bangalore

• Mayank worked as part of finance team to develop a model to forecast order booking of the company for the quarter based on previous patterns. Using hidden markovian models for time-series prediction, the model acquired 95.6% accuracy on real time booking for the quarter.

Nov 2016 – Jan 2017 · 2 mos · Dehra Dun Area, India

• Mayank was responsible for development of precise spectra for hyperspectral image to classify the image to find different crops grown in an area using linear-kernel SVM. The model was improved to achieve 78% accuracy as compared to conventional accuracy of 51% initially.