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👋 Hi, I’m Maximilian Engelhardt

Zurich, Switzerland | LinkedIn | GitHub | 📧 [email protected]


🚀 Summary

Data & AI Engineer with 7+ years of experience designing scalable cloud data platforms and applied machine learning solutions.
Proven track record of delivering business value through large-scale data migrations, recommender systems reaching millions of users, and applied agentic AI workflows.
Passionate about bridging technical expertise and business needs through consulting, architecture design, and training — with recent focus on MLOps, LLMs, and enterprise-scale AI integration.


🛠 Core Skills

  • Data Engineering & Cloud: Apache Spark, Kafka, NiFi, Flink | AWS (Redshift, Glue) | GCP (BigQuery, Dataproc) | Azure (Fabric, Synapse) | Cloudera
  • DevOps & MLOps: Terraform, Airflow, Azure DevOps, GitHub Actions, MLflow
  • Machine Learning & AI: PyTorch, scikit-learn, TensorFlow | Recommender Systems, Computer Vision, NLP
  • Agentic AI & LLMs: OpenAI SDK, CrewAI, Hugging Face Transformers | RAG, PEFT

💼 Experience (Highlights)

Senior Solutions Engineer — Cloudera (09/2022 – Present)

  • Trained 50+ data scientists at a national bank on MLflow & MLOps; authored reusable workshop materials now used across EMEA.
  • Delivered “Agentic AI 101” workshops for Solutions Engineers, driving adoption of next-gen AI workflows.
  • Led an OCR POC with Qwen + PEFT, integrating domain knowledge into an agentic workflow and outperforming the customer’s baseline.
  • Scaled a central bank’s migration to AWS on CDP, growing into one of Cloudera’s largest cloud customers worldwide.
  • Maintainer of Cloudera Data Engineering Hands-on Labs used across EMEA workshops

Senior Data Engineer — ING (03/2021 – 08/2022)

  • Optimized Spark pipelines and migrated to streaming, powering a recommender system for millions of customers.
  • Improved CI/CD for experimentation & A/B testing, increasing CTR relevance by 50%.

Data Scientist — Lufthansa Industry Solutions (2019 – 2021)

  • Helped clients identify and realize business value through applied Data Science & Engineering.

Data Scientist — Brose (2018 – 2019)

  • Built computer vision solutions for semiconductor manufacturing quality inspection.
  • 📺 Demo Video

📂 Projects & Resources


🎓 Education

  • M.Sc. Mechanical Engineering — FAU Erlangen-Nürnberg (2018)
  • B.Sc. International Production Engineering & Management — FAU Erlangen-Nürnberg (2015)

🏅 Certifications

  • Cloudera Machine Learning Engineer | Cloudera Data Engineer
  • AWS Solutions Architect Associate (ongoing)
  • Udacity Data Engineering Nanodegree
  • Spark & Big Data (Udemy), Bayesian Statistics (Coursera)

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