Ayush Nath Email & Phone Number

Germany

Munich, Bavaria, Germany

Munich, Bavaria, Germany

Munich, Bavaria, Germany

Working in the Data Efficient Automated Learning group. Conducting research in self- and semi-supervised learning for image classification, explainable AI, and MLOps.

Ground traversability estimation for wheeled, off-road robots from RGB-D inputs.

Munich, Bavaria, Germany

Developed a solution for intelligent costmap generation in autonomous vehicles, using semantic information from captured images to assign appropriate drivability costs in a global costmap.

Munich, Bavaria, Germany

Designed environments for the Gazebo simulator to simulate pedestrian crowds with planned behaviour. The Gazebo environments also included scale models of the UnternehmerTUM area, generated by triangulating pointcloud data.

India

Teaching Assistant for CS-101 (Introduction to Computer Programming) and CS-208 (Probability and Statistics). Ran laboratory sessions, facilitated lectures and examinations, and held office hours for doubt and problem solving.

Bangalore, India

Created prototypes for various projects:Invoice Processing- Used pre-processing, OCR and NER to identify receipt items, locations and vendors, and created a basic Decision Tree to check company reimbursement compliance.Email Classification- Utilized text summarization, sentiment analysis and word embeddings as features to classify emails through Logistic.

Bangalore, India

Created backend for new KPI's on multiple airline pricing and analytics dashboards using Maven, Tomcat and MongoDB. Set up airline price prediction using Linear Regression on Python. The project was eventually incorporated into the final build of the system.

Master'S Degree, Informatics, 1.8/1.0

Postgraduate Diploma In Advanced Studies And Research, Computer Science, 3.48/4.0

Bachelor'S Degree, Computer Science And Mathematics, 3.44/4.0

High School, Science, Mathematics, 90.2%

Activities and Societies: Swimming Team, Table Tennis Team, School Orchestra