Skills, Frameworks, and Technologies I got to learn over the years. !WIP!

Throughout my involvement in different industries as Data Scientist, Data Engineerm and ML Engineer, I've cultivated a wide range of both technical and interpersonal skills. More than just buzzwords, they're essential tools that enable me to solve complex problems, drive innovation, and improve team dynamics. I view these skills as crucial to my work, equipping me with the confidence and resilience to tackle any challenge and to learn forward.

Technical Proficiencies

  • Programming Languages

    Proficient in Python, R, and Matlab with extensive experience in data analysis, machine learning, and software development. (Infineon, TUM.ai, AI Driller). Also used Java, Go, and Kotlin for backend development and building scalable solutions. (Expleo Group, Turtle GmbH)

  • Machine Learning Frameworks

    Applied TensorFlow, PyTorch, scikit-learn, and Keras in various projects, from predictive modeling to AI prototyping. (Infineon, AI Driller)

  • Data Processing and Visualization Libraries

    Used Pandas, Numpy, Matplotlib, Tensorboard, Plotly extensively for data analysis and visualization. (Infineon, AI Driller)

  • Web Development

    Used FastAPI for developing web applications and APIs. (Turtle GmbH). Also leveraged React (Next.js) for frontend development in various projects. (Expleo Group, This Website)

  • Big Data and Databases

    Utilized ELK, Spark, NiFi, TFX for data processing and analytics. (Infineon, Expleo Group, Turtle GmbH). Worked with PostgreSQL, MongoDB for data storage and retrieval in various applications. (Expleo Group, Turtle GmbH)

  • DevOps

    Used Docker, Kubernetes for deploying and managing applications in containerized environments. (Infineon, Turtle GmbH)

  • Development Methodologies

    Followed Agile Software Development, Test-Driven Development methodologies for efficient and robust software development. (All professional roles)

Leadership & Strategy

  • Team Leadership

    Led diverse technical teams and spearheaded strategic planning. (Infineon, TUM.ai, Expleo Group)

  • Project Management

    Managed cross-functional projects, utilizing agile methodologies for efficient team coordination and project completion. (Expleo Group, Turtle GmbH)

Industry Knowledge

  • Artificial Intelligence & Machine Learning

    Engaged with cutting-edge AI/ML technologies, worked on predictive modeling, IoT integration, and comprehensive machine learning integration. (Infineon, AI Driller)

  • Data Science

    Experience with data mining, statistical inference, and predictive modeling. (Infineon, AI Driller)