Kumar R
Data Scientist
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolKumar R is a Data Scientist based in Berlin with a decade of experience building production-grade AI and ML systems, currently driving end-to-end projects at Forto. He combines deep learning expertise with practical MLOps—Docker, Kubernetes, CI/CD, FastAPI and monitoring—to deploy scalable document processing and invoicing automation pipelines that handle 120K+ invoices/year at ~95% accuracy and boosted productivity by ~30%. Comfortable across the stack, he iterates on LLM workflows, DocAI/NLP models and automation (Selenium/APIs) to improve accuracy and latency while owning projects from experimentation to production. His background includes manufacturing-focused ETL automation and BI at RSA Turbotech, where analytics and QA work cut defect rates and sped decision-making. A Master of Engineering with strong academic grades and a passion for unconventional tools (KDB+, APL) and Kaggle-style challenges, he blends research curiosity with delivery discipline. Notably, he emphasizes feedback loops and observability to keep models reliable in real business contexts.
10 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering, 81% (1.9 German GPA), Bachelor of Engineering, 81% (1.9 German GPA) at Visvesvaraya Technological UniversityMaster's degree, Master of Engineering, 1.5 (GPA), Master's degree, Master of Engineering, 1.5 (GPA) at SRH Berlin University of Applied SciencesPre University, Mathematics and Computer Science, 85%, Pre University, Mathematics and Computer Science, 85% at SSR College of Science & Management Studies
English, german language
Github Skills (123)
synthesis10
text-to-image10
gpt10
application10
artificial-intelligence10
agent10
image-synthesis10
multi-agent10
llm10
dall-e10
fine-tuning9
sql9
database9
vector-database9
databases9
Programming languages (7)
Github contributions (5)
krish240574/embedPyMLAI
Nov 2017 - Mar 2022
Contributions:375 commits, 359 pushes, 1 branch in 4 years 4 months
krish240574/lstmq
Aug 2016 - Dec 2017
Contributions:62 commits, 61 pushes, 1 branch in 1 year 4 months
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