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Zsolt Döme

@zsoltdme

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Data Scientist and Machine Learning Engineer building end-to-end Python ML and geospatial analytics solutions.

Hungary

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What I'm looking for

I’m looking to build and ship end-to-end ML and geospatial analytics systems—production backends, reliable pipelines, and measurable models—while leading technical delivery and collaborating across data analysis, modeling, and engineering.

I’m a data scientist and machine learning engineer with 3+ years of recent experience delivering Python-based ML, geospatial analytics, and backend systems, supported by extensive earlier quantitative research experience.

I build end-to-end solutions with PyTorch and scikit-learn, backed by production-ready services using FastAPI and PostgreSQL/PostGIS. I also work across the full delivery lifecycle with Amazon S3 for artifacts and Docker for repeatable environments.

Recently, I designed and developed a geospatial analytics platform, building data-processing and analytical workflows with pandas and GeoPandas. I developed and integrated ML models, tracked experiments and evaluation metrics with MLflow, and orchestrated pipelines with Airflow.

I’m also an author and maintainer of open-source ML libraries published on PyPI, with experience leading technical project delivery. My earlier policy and data-analysis work strengthened how I approach rigorous analysis, documentation, and clear communication with non-technical stakeholders.

Experience

Work history, roles, and key accomplishments

Data Scientist · Project Lead

Aspekta Térinformatikai Kft.

Jan 2024 - Jun 2026 (2 years 5 months)

Designed and developed a geospatial analytics platform using FastAPI and PostgreSQL/PostGIS. Built ML workflows and scikit-learn/PyTorch models, orchestrated processing and evaluation with Airflow and S3, and led technical delivery across data, modeling, and backend development.

fastAPI Python PostgreSQL PostGIS Pandas Geopandas scikit learn PyTorch MLFlow Airflow S3 Docker Geospatial Analytics

Full-stack Developer

Next Frontier Media Kft.

Jan 2023 - Dec 2023 (11 months)

Developed FastAPI/PostgreSQL backend and Next.js frontend components for a CMS. Designed, implemented, and debugged REST APIs and data-management functionality.

fastAPI PostgreSQL Next.js REST APIs Backend Development Data Management

Policy Analyst · Data Analyst

Hungarian Institute of International Affairs

Worked in policy research and data analysis, conducting statistical analysis and producing research reports and decision-support materials. Communicated findings to non-technical stakeholders using quantitative and qualitative datasets.

SPSS Stata Python Jupyter Statistical Analysis Data Analysis Reporting