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Sukumar RaghavanSR

Sukumar Raghavan

Senior Machine Learning Engineer | AI Consultant

€850/day
München, DE
8-15 years

Average response time: 1 hour

About Sukumar

Transform Your Business with Production-Ready AI Solutions
I'm an AI/ML Engineer with 10+ years of software development that includes 7 years specializing in artificial intelligence. I help businesses automate workflows, reduce costs, and unlock revenue through intelligent AI systems that actually work in production.

What I Deliver:
  • 🤖 Autonomous AI Agents & Automation
  • 💬 Custom Chatbots powered by LLM
  • 📚 Intelligent Searchable Systems - RAG Pipelines & Knowledge Systems
  • 🔍 Computer Vision & Object Detection solutions
  • 📊 Predictive Analytics & ML Models via Recommendation engines

Why Choose Me:
✅ Production-Grade Quality - Scalable, monitored systems ready for real users, not just prototypes
✅ End-to-End Delivery - From concept to deployment with MLOps, CI/CD, and monitoring
✅ Proven Results - Delivered solutions generating $20M+ contracts at DataRobot
✅ Fast Turnaround - Rapid prototyping to validate ideas, then scale to production
✅ Business-Focused - ROI-driven solutions that solve real problems


Tech Stack: PyTorch, TensorFlow, LangChain/LangGraph, Docker, Kubernetes, AWS, GCP, FastAPI, PostgreSQL, MongoDB, Vector DBs

Whether you're a startup integrating AI or an enterprise needing production ML systems, I deliver solutions that work.

📍 Munich, Germany | 🌍 Remote Worldwide | ⚡ 24hr Response Time
  • English

    Native or bilingual

  • German

    Conversational

Can work on-site
München (up to 50km), Stuttgart (up to 50km)

Experience

  • DataRobot
    Machine Learning Engineer
    TECH
    April 2019 - December 2024 (5 years and 8 months)
    München, Germany
    • • Designed and implemented RAG pipelines integrating various LLMs (including instruction-tuned models) with vector databases, improving response accuracy by 35%, and enabling citation capabilities while optimizing latency.
    • • Led the development of ContagionNET product to detect viral load of COVID 19 using computer vision pipelines and deep learning models with the focus in scalability coordinating the distributed team across the globe that secured ~$20 million contract for the company to fight the pandemic.
    • • Developed comprehensive model explainability frameworks using SHAP, feature importance analysis, and interactive visualization techniques, increasing model adoption rates by 40%.
    RAG Machine learning Python LLM artificial intelligence
  • Selbstständig
    AI Consultant
    TECH
    January 2025 - Today (1 year and 6 months)
    München, Germany
    • • Architect end-to-end AI/ML solutions, with a strong focus on advanced LLM applications, autonomous agentic AI workflows using MCP toolset, vLM embeddings computations and robust agentic RAG pipelines to drive real world business impact for clients across diverse sectors.
    • • Designed intelligent agentic AI workflows to automate knowledge retrieval and reasoning for B2B clients, accelerating business impact.
    • • Continued open-source contributions to prominent ML libraries (e.g., scikit learn, FairMOT, tensorzero), demonstrating ongoing technical leadership and commitment to AI community advancement.
    Artificial Intelligence (AI) Agentic AI Scikit-learn LLM RAG
  • Standard Chartered Bank
    Software Developer
    PRIVATE EQUITY
    March 2018 - March 2019 (1 year)
    Singapore
    Involved in developing the back end for the Private Banking Wealth Management project for the mobile banking 2.0 app for SCB.
    SQL Back-End development Java API REST Technical project management

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Education

  • Bachelor of Engineering
    MKU
    2003
    Bachelor of Engineering

Skill set

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