Ayush Kumar Email & Phone Number

Erlangen, BY, DE

Munich, Bavaria, Germany

1. Engineering a GPS-based track labeling system to identify train routes.2. Developed and validated Pydantic data models for processing and storing large-scale GPS data from a RESTful API, integrating Python, Bazel, and SQLite for efficient data handling and querying.3. Built train route visualizer using the Folium library, with automated testing through.

Garching, Bavaria, Germany

1. Collaborated in research and development with fellow research scientists and assisted in formulating a research paper based on Domain Separation Networks.2. Trained a regression-based model and implemented adversarial attacks such as FGSM and PGD to analyze the vulnerabilities and security threats of the model.

Munich, Bavaria, Germany

1. Worked on Adversarial Machine Learning, researching how the vulnerabilities in machine learning systems become a security threat.2. Performed experimental analysis towards making the ML models more robust against Patch based attacks.3. Conducted Literature Survey, analyzed results, and assisted in formulating research papers.

Munich, Bavaria, Germany

Title: 'Unsupervised Semantic Image Synthesis using Feature-based Layouts'1. Proposed a framework for semantic image synthesis with SPADE as the generative backbone.2. Designed a custom feature-based semantic layout providing positional and style information about the objects in the scene to be used as conditional input.3. Analysed the image generation.

Pune, Maharashtra, India

1. Engaged with clients to collect requirements, offered solutions for different scenarios using automation and machine learning functionalities and ensured the final product met operational targets.2. Collaborated with the team to build and deploy a comprehensive Automation ML pipeline for information retrieval tasks using Workfusion.3. Created software.

Pune

1. As a Machine learning engineer, responsible for developing an intricate machine learning model that extracted data from attachments received in emails.2. As a Robotics Process Automation developer, responsible for the analysis, design and development of bot tasks to automate various web and desktop applications.

Pune

1. Collaborated with the automation team for efficient design and development of the process automation task.2. Developed in-house Proof of Concept(POC) to showcase the automation tool capabilities.3. Programmed software bots for web and desktop automation tasks.

New Delhi Area, India

Title: Modelling and Simulation of Channel Engineered Double Gate Junction Less Field Effect Transistor DG-JLFET1. Developing the analytical model for a channel-engineered Gaussian Doped DG-JLFET.2. Validating the analytical model by comparing and analyzing the results from the ATLAS simulation results.

Master Of Science - Ms, Communication Engineering, 1.5 (German Equivalent)

Master Thesis: Understanding the Influence of Shapes on Semantic Image Semantics (Grade:1.0) Relevant courses: Digital Signal Processing.

Bachelor Of Technology (B.Tech.), Electronics And Communication Engineering, 9.38/10 (Indian Equivalent) || 1.3/5 (German Equivalent)

Major Project: Automation in EyeCare Awards: Gold Medalist Extracurriculars: 1. Creative Head, Society of Promotion of Electronics Culture.

All India Senior School Certificate Examination (Class Xii), 93%

Relevant Courses: Physics, Chemistry, Mathematics, English, Physical Education

All India Secondary Examination, 9.6/10

Relevant Courses: English, Hindi, Mathematics, Science, Social Science