Ramesh Kumar
Lead AI Engineer at Freshfields
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolRamesh Kumar is a Lead AI Engineer based in Berlin with 9 years of experience building and deploying NLP and computer vision solutions across legal and research settings. He combines deep expertise in Python, PyTorch/TensorFlow, ONNX, and MLflow with practical production skills in Docker, Linux, and model interpretation (LIME). At Freshfields he progressed from Machine Learning Engineer to Lead, delivering information extraction, clause classification, NER, and chatbot integrations for legal documents. His background spans both research (fact validation at University of Bonn) and industry deployments, including signature and handwriting detection, OCR pipelines, and graph-querying chatbots tied to Neo4j. Comfortable with model compression, quantization, and end-to-end MLOps, he also bridges data visualization and BI using Plotly, Power BI, and custom dashboards. Colleagues value his mix of hands-on coding, review-driven software practices, and the uncommon combination of legal-domain NLP with computer vision experience.
9 years of coding experience
8 years of employment as a software developer
Master’s Degree Autonomous System, Master’s Degree Autonomous System at Bonn-Rhein-Sieg University of Applied SciencesBachelor's In Electronics Engineering Electrical and Electronics Engineering, Bachelor's In Electronics Engineering Electrical and Electronics Engineering at Mehran University of Engineering and Technology
English, German, Urdu, Sindhi
Stackoverflow
1,548reputation
626kreached
33answers
2questions
jupyter-notebook
top-5%
jdbc
top-5%
Github Skills (200)
transformers10
language-model10
python10
image-processing10
bots10
classifier10
deep-learning10
dialogue-systems10
tesseract10
cyrillic10
arabic10
latin10
validation10
scene-text10
lstm10
Programming languages (8)
Github contributions (5)
DLR-SC/RiQue
Sep 2018 - Nov 2018
Contributions:139 commits, 22 pushes, 4 tags in 2 months
neo4j-databasechatbotsrasaneo4jchatbot
rameshjes/Semantic-Textual-Similarity
May 2017 - Oct 2019
Contributions:7 releases, 181 commits, 161 pushes in 2 years 5 months
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