Jun 2020 - Jun Present

DRIMCo GmbH, Munich Germany

Co-founder, Managing Director, Chief Technologist (CTO), Chief Scientist

• Building innovative enterprise product to digitalize industrial requirements, optimize business processes and bridge innovation and industrial applications powered by the state-of-the-art AI-NLP (Artificial Intelligence-Natural Language Processing)

• Hands-on Tech leadership with 15+ techies 

• Hands-on in full-stack development, AI, Deep learning-Machine Learning AI-SaaS product, databases, backend, frontend, UI, UX, devOps, etc.

Oct 2018 - Present

LMU, Munich Germany

Guest/Honorary Lecturer 

• Teaching in Deep Learning and Artificial Intelligence series for Master students: Lectures including Deep Learning, Recurrent Neural Networks, Representation Learning, Natural Language Processing, etc.

Nov 2017 - Jun 2020

Research Group Machine Intelligence Siemens AG, Munich Germany

Lead Research Scientist

• Leading NLP+Machine Learning Research and Development, team building

• Information Extraction, Slot Filling, Entity-Relation Extraction, Topic Modeling (static and dynamic), Document Layout Analysis,  Semantic Textual Similarity, Representation Learning, Language Evolution 

• Deep Learning, Probabilistic Graphical models, Bootstrapping

• AI-driven Knowledge extraction pipeline for Smart Data Web, a BMWi and PLASS funded projects , grant writing

• #14 patent applications: [Most publications are part of NLP prototypes/pilots/products]

Oct 2018 - Present

University of Munich, Germany 

Guest Lecturer

• Teaching Masters course on Deep Learning and Artificial Intelligence at LMU, Germany

• Lectures on Representation and Distributional Learning and Recurrent Neural Networks

Oct 2016 - Jan 2017

IBM Research, Zurich Switzerland

PhD Research Internship

• Large-scale Relation Extraction in Corporate Entities via Semi-supervised Learning

Nov 2015 - Present

Research Group Machine Intelligence Siemens AG, Munich Germany

Scientific Staff/PhD Scholar

• Research in Information Extraction, Deep Learning and Semi-supervised Learning for NLP

• Consulting  Machine Learning and NLP based Industrial research projects

Mar 2014 - Nov 2015

Research Group Machine Intelligence Siemens AG, Munich Germany

Working Student

• Machine Learning based Industrial text classification, Topic analysis, Document analysis, Layout analysis

June 2014 - Sept 2015

Technical University of Munich, Germany

Research Assistant

• Neural Networks, Discriminative Restricted Boltzmann Machine, Survival Analysis in cancer patients 

Dec 2011 - Sept 2013

Aricent Technologies, India

Senior Software Engineer

• Programmer in C, Data Structures, Networking, Protocol Stack Developer

Jun 2010 - Dec 2011

Wipro Technology, India

Software Engineer

• Programmer in C, Data Structures, Networking, Mediation

Jun 2009 - July 2009

Queen's University, Belfast UK

Bachelor Internship

• Queen's India Welcome Scholarship (QIWS), In top 30 students from India, 3 from Amity University

• Text summarization, lexical analysis,  NLP tooling