Looking for a job

Marcal Soteras

@marcalsoteras

Message

I build deployable machine learning and data analytics projects in Python.

Ireland

Message

What I'm looking for

I'm looking for an opportunity to apply Python, machine learning, data pipelines, and visualisation skills to practical data problems while continuing to grow in an analytical team.

I'm completing a first-class honours BSc in Computing, Data Analytics & Big Data at Dublin Business School, building practical machine learning and analytics products in Python.

For FugaML, I built a configurable churn-prediction pipeline using XGBoost and scikit-learn, achieving 0.863 ROC-AUC. I deployed a Dockerised FastAPI inference API on AWS App Runner and used SHAP to identify actionable retention signals.

I also built an end-to-end Irish housing data pipeline and Streamlit dashboard, combining CSO datasets to reveal regional supply imbalances across 26 counties.

Experience

Work history, roles, and key accomplishments

Current

Kitchen Porter

Current

Lisdoo Bar & Restaurant

Feb 2025 - Present (1 year 7 months)

Managed multiple concurrent tasks in a high-volume service environment, consistently meeting output expectations under time pressure across varied shift patterns.

Factory Operative

Gate Gourmet

May 2023 - Feb 2025 (1 year 9 months)

Maintained consistent output against strict quality, hygiene, and safety standards in a high-volume, audited production environment, following structured SOPs as part of a large multicultural team.

Housekeeping Assistant

Bellingham Castle

Jun 2022 - Mar 2023 (9 months)

Maintained presentation standards across guest-facing areas in a premium hospitality setting, demonstrating strong time management and independent task prioritisation.

Education

Degrees, certifications, and relevant coursework

Dublin Business School

BSc (Hons), Computing, Data Analytics & Big Data

2022 - 2026

Grade: First Class Honours (74.36%)

BSc (Hons) Computing, Data Analytics & Big Data with First Class Honours (74.36%) from Dublin Business School, completed between September 2022 and May 2026.