Juan Bautista Gamboa

Bilingual Data Scientist and Biomedical Engineer from Universidad de los Andes, with over 3 years of experience delivering data-driven solutions across consulting, logistics, sales, and sports analytics. Skilled in designing, developing, and deploying machine learning models (supervised and unsupervised) for sales forecasting, probability assessment, performance evaluation, and optimization problems. Proven experience in full-stack analytics development: building back-end endpoints with Python and Django, creating front-end visualizations with Angular and TypeScript (including ECharts), and integrating advanced dashboards into products. Strong background in data storytelling, dashboard creation, and interactive visualization using tools like Sisense, Power BI, and Google Looker Studio. Proficient in SQL (PostgreSQL, MySQL, MSSQL) with a focus on query optimization, and experienced in test-driven development (Pytest, Jest). Familiar with CI/CD pipelines, version control (GitHub, Bitbucket), and deployment with Docker, AWS, Microsoft Servers, and Streamlit. In sports analytics, contributed to professional football teams’ performance analysis, scouting, and recruitment strategies, including Atlético Nacional’s 2022 championship season, as well as projects with Águilas Doradas, América de Cali, and Fortaleza. Technical Skills: Python, Django, Angular, TypeScript, ECharts, Scikit-Learn, SciPy, XGBoost, Plotly/Dash, SQL, Docker, AWS, CI/CD, GitHub, Bitbucket, Sisense, Power BI, Google Looker Studio, PostgreSQL, MySQL, MSSQL, Google Cloud. Languages: Spanish (native), English (C2), Portuguese (basic). Soft Skills: Critical thinker, detail-oriented, adaptable, collaborative, and committed to continuous learning.