Rajesh Kumar
Bengaluru
Summary
With a diverse background as an accomplished AI enthusiast and Machine Learning Engineer, the experience spans leading NLP implementation projects and introducing cutting-edge solutions. Backed by multiple certifications in AI/GenAI, IP filings and publications in IEEE.
Overview
14
14
years of professional experience
1
1
Certification
4
4
Languages
Work History
Lead AI ML Engineer
Siemens AG, Siemens Advanta
Karlsruhe, Bengaluru
10.2019 - Current
- Successfully implemented cutting-edge AI technologies within the department, resulting in the development and deployment of powerful AI-powered internal tools for software development
- Conceptualized, transformed, and propelled Proof-of-Concepts (PoCs) into fully-fledged products utilized by teams across geographically diverse locations, including Germany, India, and Hungary
- Optimized the end-to-end machine learning lifecycle through the implementation of MLOps practices, ensuring seamless integration, scalability, and reproducibility of AI models in production environments
- Achieved a remarkable 30% reduction in turnaround defect time through the implementation of efficient AI-based processes
- Demonstrated over 2 years of experience working in Germany, showcasing strong cross-cultural competency and adaptability.
Software Engineer
Siemens IoT
Bengaluru
10.2016 - 09.2019
- Developed and maintained classification algorithm with 95% accuracy using machine learning to predict device failures within 30% larger time window, enabling proactive maintenance planning and resource allocation, increasing reliability by 20% and reducing downtime by 15%
- Collaborated with team of engineers to conceptualize and develop novel reinforcement learning (RL) model, demonstrating innovation and adaptability
- Employed various tools and libraries, including Azure ML Studio, diverse Python libraries (Scikit-learn, TensorFlow, PyTorch), and other libraries, for efficient data analysis, model development, and deployment.
Software Tester/Test Architect
Siemens information system ltd
Bengaluru
07.2010 - 09.2016
- Involved in software testing of TIA portal API, responsible for Test architecture of System test
- Gained expertise in software testing methodologies, including test automation techniques and test architecting
Education
BACHELOR OF ENGINEERING - Information Science and Engineering
Timeline
[Area of certificIntroduction to Machine Learning in Productionation] Training - [Timeframe]
04-2023
Lead AI ML Engineer
Siemens AG, Siemens Advanta
10.2019 - Current
Software Engineer
Siemens IoT
10.2016 - 09.2019
Software Tester/Test Architect
Siemens information system ltd
07.2010 - 09.2016
BACHELOR OF ENGINEERING - Information Science and Engineering
Accomplishments
- Published IEEE Papers
- Regression Test cases selection using Natural Language Processing- https://ieeexplore.ieee.org/document/9160225
- Defect Prediction based on Machine Learning using System Test Parameter- https://ieeexplore.ieee.org/document/8701345
- Process optimization for testing of domain specific languages in industrial automation- https://ieeexplore.ieee.org/document/7367051 -Invited as Speaker
- QS Tag 2022, Frankfurt, Germany
- UCAAT 2022, Munich, Germany -Filed 3 Invention disclosure in Siemens -Winner of AI ML hackathon, Siemens Bangalore in 2019
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