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Achievement: YOLO

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Achievement: YOLO

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joelmarodrigues/README.md

Joelma Rodrigues

Aspiring data engineer, based in Dublin. I am working toward the MSc in Big Data Management & Analytics at Griffith College Dublin.

MSc in Big Data Management & Analytics · Griffith College Dublin · Now
BSc (Hons) in Computing Science and IT · CCT College Dublin · 2025 · 2.1
Languages: English and Portuguese
Work: EU eligible

I am looking for an internship or entry-level job on a data team: data engineering, analytics engineering, or data analytics, with real exposure to pipelines, SQL, and data that ships closer to production.

From the BSc I bring Python end to end, a YOLOv8 capstone on cyclists and safety gear in real video, and EDA on live council counter data. The MSc doubles down on big data, analytics, and pipeline-style systems at scale.

Projects

Intelligent cycle lane

YOLOv8 on video: cyclists, helmets, scooters, hi-vis vests. CRISP-DM-style build, tuned for messy footage rather than toy clips.

Demo (YouTube) · Dataset (Kaggle)

Cycle counters analysis

EDA on Dublin cycling traffic: clustering, seasonality, trends, and clear visuals for policy-style reading.

Python · Pandas · Seaborn · scikit-learn

Tools

Core (coursework & projects): Python · SQL · Jupyter · scikit-learn · R · Git

Building for data engineering / analytics engineering: Docker · Apache Spark · workflow tools (Airflow-style thinking) · dbt (modelling & tests) · cloud basics (AWS-shaped skills) · strong SQL + Python for pipelines

Python SQL Git Docker Apache Spark Jupyter scikit-learn R Apache Airflow dbt AWS

Links

thenordestina.com LinkedIn ORCID

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  1. capstone-project-BSc2025 capstone-project-BSc2025 Public

    YOLOv8-based object detection model to monitor cycle lanes and identify bicycles, scooters, helmets, and hi-vis vests. Includes full CRISP-DM pipeline and real-world deployment simulation.

    Jupyter Notebook

  2. cycle-counters-analysis cycle-counters-analysis Public

    This project applies Exploratory Data Analysis (EDA) techniques to investigate cycling traffic patterns in Dublin City. The dataset, provided by the Dublin City Council, contains the number of cycl…

    Jupyter Notebook