Skip to content
View Spechtus's full-sized avatar

Highlights

  • Pro

Block or report Spechtus

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Spechtus/README.md

Hi, I'm Lukas πŸ‘‹

πŸ’» Machine Learning Engineer | Data Scientist | Data Engineer
πŸŽ“ M. Sc. Data Engineering & Analytics (TU MΓΌnchen) | Alumni of TU Darmstadt πŸ“ Munich, Germany


πŸš€ About Me

I’m passionate about building scalable AI systems that bridge the gap between research and production.
Over the past years, I’ve worked on recommendation engines, chatbots, real-time analytics pipelines, and trend detection systems – always with the goal of turning data into impactful, user-facing products.

Currently I’m working on:

  • 🧠 Developing & deploying personalized recommendation systems
  • πŸ€– Building chatbots and NLP pipelines to automate support & marketing workflows
  • πŸ”„ Designing CI/CD pipelines for ML models with automated retraining & monitoring
  • πŸ“Š Delivering production-ready datasets and analytics to support decision-making
  • ⚑ Optimizing ML for real-time, large-scale production use

πŸ› οΈ Tech Stack

Languages: Python, SQL, Java, Scala, JavaScript, TypeScript, Bash
ML/AI Frameworks: PyTorch, TensorFlow, scikit-learn, Hugging Face, LangChain, LangGraph, spaCy, OpenCV
Data & Databases: PostgreSQL, MongoDB, BigQuery, DynamoDB, Supabase, Qdrant, FAISS
Tools & Platforms: Apache Airflow, Docker, Kubernetes, Kubeflow, Terraform, AWS, Google Analytics, Git


🌍 Projects & Experience

  • πŸ’ vow.ing – a published wedding planning project bringing tech into event organization
  • πŸ“ˆ Balanced News – Built a global dynamic news crawler that detects negative news and enriches it with positive, fact-based counterpoints to balance sentiment

πŸ“« Get in Touch


⭐️ I’m always open to collaboration on AI/ML, data engineering, and scalable system design projects.

Popular repositories Loading

  1. DeepRED DeepRED Public

    Python

  2. Spechtus Spechtus Public

    Config files for my GitHub profile.

  3. augmented_exercises augmented_exercises Public

    Good Exercises for getting in touch witch the OpenCV framework and other work

    C++

  4. nomad nomad Public

    Forked from lgraff/nomad

    Network Optimization for Multimodal Accessibility Decision-making

    Jupyter Notebook

  5. ModernCppStarter ModernCppStarter Public template

    Forked from TheLartians/ModernCppStarter

    πŸš€ Kick-start your C++! A template for modern C++ projects using CMake, CI, code coverage, clang-format, reproducible dependency management and much more.

    CMake

  6. Graph Graph Public

    CMake