Hi, I'm Tom

I'm a software engineer with a strong focus on Data Science, Fullstack Development, and Business Intelligence. With a background in Computer Science and Industrial Engineering, I’ve worked on ML-driven data analysis, backend architectures, and scalable web applications. My experience ranges from Big Data & ML in MEMS sensor development to building FastAPI and React-based fullstack solutions I’m passionate about creating data-driven applications that solve real-world problems efficiently. See my latest project...

Skills Projects Contact
john doe headshot

Skills

python logo Python
javascript logo JavaScript
java logo Java
cpp logo C++
html logo HTML
fastapi logo FastAPI
flask logo Flask
react logo React.js
next logo Next.js
psql logo Postgres

Projects


GartenSpace24

  • Developed a web platform for users to buy, sell, and rent gardens in Germany
  • Built with Next.js, FastAPI, and PostgreSQL
  • Integrated a search and filter system to improve user experience.
  • Implemented oauth for secure user authentication.
  • Added Google single sign-on API

View on GitHub
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Classification of the treatment success of tumor spheroid control experiments

  • Two semester project of the Master study program in Dresden
  • Predicting the outcome of radiation treatment on cancer cells
  • Radiomic features and time series as input for binary classification
  • 97% accuracy in predicting treatment success after 14 days
  • Key Words: Radiomics, PCA, Machine Learning, Timeseries-Classification

View on GitHub
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BirdSaver247

  • One Semester Project on Mobile Development in Android
  • Calibration System for bird monitoring at wind turbines
  • GPS and pixel cooridnates of the camera are maped together by an affine transformation
  • Data is stored in a SQLite database
  • Key Words: Android, GPS, Affine Transformation, OpenCV, SQLite

View on GitHub
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Business Process Automation

  • One Semester Project on Business Process Automation
  • Middle-Ware to automate a visual inspection process @ BMW
  • MQTT, AAS, RFID and OPCUA integration for data exchange and communication
  • Flask for web interface and logging
  • Sphinx for documentation
  • Key Words: MQTT, AAS, RFID, OPCUA, Flask, Sphinx

View on GitHub
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IT Service Management

  • One Semester Project on ITSM
  • Full-Stack Web-App to manage incidents on ServiceNow
  • Built with Vue.js and FastAPI
  • CRUD operations for ServiceNow incidents
  • CI/CD pipeline on GitLab and hosting on Azure with Docker and Kubernetes
  • Key Words: Vue.js, FastAPI, CI/CD, ServiceNow

View on GitHub
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Contact

Get in touch with me and ask any questions :)