Amirhossein Bayani
Full Stack Software Developer
Freiburg, Germany,BW
Summary
Full Stack Software Developer with 3+ years of experience in building scalable applications, integrating AI/LLMs, and deploying modern web solutions. Strong background in Python, Django, FastAPI, Next.js, PostgreSQL, and cloud deployment, combined with AI/ML expertise (RAG pipelines, semantic web, NLP). Currently based in Freiburg, open to hybrid/remote roles.
Overview
7
7
years of professional experience
Work History
Semantic Web Developer
University of Freiburg
06.2024 - Current
- Developed 3 LLM-powered web applications for automatic semantic metadata generation using Django, PostgreSQL, and Supabase, serving 50+ researchers
- Created and maintained ontologies in materials science, improving data interoperability across 10+ research projects
- Automated research data workflows using electronic lab notebooks (openBIS), reducing manual data entry by 60%
- Collaborated with interdisciplinary teams to implement semantic web standards (RDF, OWL, SHACL) for knowledge graph construction
Scientific Researcher
Fraunhofer IWM
07.2021 - 07.2023
- Conducted large-scale computational simulations on material systems processing datasets of 100K+ data points
- Developed AI-driven materials modeling algorithms using TensorFlow and Scikit-Learn, improving prediction accuracy by 25%
- Led interdisciplinary collaboration with 15+ researchers across 3 European institutions
- Published 4 peer-reviewed papers and supervised 3 junior researchers and master's students
Postdoctoral Researcher
Uppsala University
10.2018 - 10.2020
- Led 3 independent research projects integrating computational models with experimental validation
- Developed custom Python scripts for data analysis and visualization, processing multi-terabyte datasets
- Delivered 3 conference presentations and 6 publications in high-impact journals
- Established international collaborations resulting in 2 joint research proposals
Education
Diploma - Full Stack Software Development
03-2024
Ph.D. - Nanotechnology Engineering
04.2001 -
MSc & BSc - Physics
07-2013
Skills
Languages & Frameworks: Python, JavaScript, Django, Nextjs, React, HTML, CSS
Databases: PostgreSQL, MySQL, Supabase
AI/ML: TensorFlow, Scikit-Learn, LLM integration, RAG, NER, fine-tuning
Tools & DevOps: Git, Docker, Heroku, FastAPI, VS Code
Other: RDF, OWL, semantic web, workflow automation (n8n)
Languages: English (C2), German (B1), Persian (Native)
Timeline
Semantic Web Developer - University of Freiburg
06.2024 - Current
Scientific Researcher - Fraunhofer IWM
07.2021 - 07.2023
Postdoctoral Researcher - Uppsala University
10.2018 - 10.2020
Kashan University - Ph.D., Nanotechnology Engineering
04.2001 -
Code Institute - Diploma, Full Stack Software Development
Ferdowsi University - MSc & BSc, Physics