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gmanonline95

Yonatan Elias

@gmanonline95
Etiopía
Amárico, Inglés, Alemán
Parte de la información aparece en idioma inglés.
Sobre mí
Computational Data Scientist (MSc) and engineer specializing in geospatial data engineering, GIS automation, and custom ML. I turn raw spatial and tabular data into actionable metrics, custom Python/GeoPandas tooling, and robust data pipelines. When projects require deep learning, I adept at adapting PyTorch models for the task. I also work full-stack across Next.js, Node.js, and PostgreSQL as well as with Tauri 2.0 for desktop apps. Expect fast communication, clean documented code, and honest timelines. I deliver solutions that actually work.... Lee más

Habilidades

g
gmanonline95
Yonatan Elias
desconectado • 

Revisa mis servicios

Ingeniería de datos
I will automate your geospatial data processing and analysis workflow
DeUSD 30 / proyectoMás información

Porfolio

Experiencia laboral

Addis_Ababa University

GNSS Data & Systems Engineering Support

Addis Ababa University • Freelance

Jun 2026 - Jun 2026 • 0 mos

• Architected and deployed a GNSS server from the ground up to support departmental geophysics and space science research operations, achieving stable, continuous operation for the duration of the engagement. • Executed structured data entry and quality-assurance processing for raw GNSS datasets to ensure accuracy for downstream academic analysis.

International_Livestock Research Institute (ILRI)

Machine Learning / Data Science Consultant (Master’s Thesis)

International Livestock Research Institute (ILRI) • Tiempo completo

Aug 2024 - Jun 2026 • 1 yr 10 mos

• Engineered and optimized a custom deep learning generative adversarial network (U-Net GAN) from scratch in PyTorch to achieve high-fidelity spatial super-resolution of temperature and geospatial datasets. • Designed compute-efficient training and evaluation pipelines using statistical and dynamical interpolation on local GPU/CPU hardware, resulting in more accurate microclimate predictions and actionable insights for urban heat-island mitigation

MIYA

Digitizer / GIS Data Expert

MIYA • Tiempo completo

Sep 2022 - Oct 2023 • 1 yr 1 mo

• Extracted and preprocessed geospatial data from Google Maps and related services using Python scripts, reducing dataset size and delivering concise manager reports • Programmed automation scripts for task-specific preprocessing and management of large datasets, compressing workflows that previously took months down to one to two weeks. • Assisted in building GIS pipelines, managing an Oracle OS GIS database, and writing custom query scripts for multi-departmental data calls.