Sreehari Pradeep Kumar
I’m a data science and AI engineer based in Mannheim with a proven track record of delivering scalable AI-powered solutions across trade, logistics, and policy domains.
About
I’m a data science and AI engineer based in Mannheim with a proven track record of delivering scalable AI-powered solutions across trade, logistics, and policy domains. I enjoy turning messy data into actionable insights and building end-to-end ML pipelines that move from research to production.
My work combines multi-agent systems, RAG-based architectures, and cloud-native tooling. I thrive in cross-functional teams, lead PoCs, implement MLOps, and ship practical AI tools with a strong focus on reliability and real-world impact.
- Joined November 2025
Skills· 20
Languages
- GermanIntermediate
- EnglishFluent
Industry experience
- Software & Internet
- Professional Services
- Education
- Non-Profit Organization
More experts in Mannheim, Germany
- AI Developers for hire in Mannheim, Germany
- AI Engineers for hire in Mannheim, Germany
- Data Analysts for hire in Mannheim, Germany
- Data Scientists for hire in Mannheim, Germany
- Developers for hire in Mannheim, Germany
- Full Stack Developers for hire in Mannheim, Germany
- Web Developers for hire in Mannheim, Germany
Work experience· 7 roles
Shipped an end-to-end multi-agent application for trade and logistics handling multilingual commodity emails. Built a multi-agent document parser and a hybrid RAG (graph + vector) pipeline powering a multilingual chatbot. Implemented a FastAPI backend with automated CI/CD on Azure via GitHub Actions. Led ML/Software engineering efforts on PoC development and model improvements.
Built KIRK – KI Rotes Kreuz, an agentic AI-driven reporting tool reducing reporting time by 96%. Created a scalable dockerized tool handling over 1000 documents, integrated with LangChain-based RAG and multi-agent workflows. Implemented MLOps workflows using LangSmith for prompt/version tracking and evaluation. Evaluated agent performance using implicit user feedback and LLM evaluation metrics.
Implemented a RAG-based system with a fine-tuned LLM and NER agent to process 1.4M privacy policies. Developed a time-series-based system to detect boilerplate content in German privacy policies using BERT. Orchestrated multiprocess scraping of 7.5M+ docs using AWS; analyzed data for 662K firms using SQL on BigQuery.
Education
Hire Sreehari Pradeep Kumar today
Post a job and invite Sreehari, or contact them directly. No hidden commission.