Data ScientistMaster’s in Mathematics & Applications

Welcome

I’m Geovany Batista Polo LAGUERRE, a Data Scientist and Master’s student in Mathematics and Applications at the Université des Antilles. I combine rigorous mathematical foundations with modern data engineering practices to solve real-world problems in environmental modeling, public health, data science, and scientific computing.


Core Strengths

This radar chart provides a holistic view of the competencies required for data science research in applied mathematics.


Technical Stack: Python · R · SQL · C++ · TypeScriptDuckDB · Apache Iceberg · Trino · dbt · ShinyTensorFlow · Scikit-learn · PyTorch

Research Interests

I am passionate about bridging mathematics and practical application across several interconnected domains:

Mathematical Modeling • Compartmental • Environmental • Health systems Data Engineering • Scalable • Modern stacks • ETL automation Scientific Computing • Numerical • Symbolic • Reproducible ML & Statistics • Deep learning • Inference • Predictive

For detailed background, education, and professional experience, see my CV.


What I Bring

Rigorous Mathematical Foundation — Pure mathematics, functional analysis, and differential equations as a solid base for modeling and analysis

Practical Data Science — From data pipeline architecture to model deployment; experience with Python, R, SQL, and modern tooling

Interdisciplinary Perspective — Civil engineering degree + mathematics specialization + hands-on industry experience in data and BI

Research-Driven Mindset — Active contribution to environmental modeling, finite field theory, and scientific computing frameworks

Proven Delivery — Published research, open-source contributions, and real-world data projects in healthcare and environmental sectors


I am focused on mathematical modeling of complex environmental and ecological systems under the supervision of some professors at the Université des Antilles.

Active Projects

Chlordecone Contamination Modeling
Developing continuous-time compartmental ODE systems to understand environmental transfer pathways and human exposure dynamics to chronic chlordecone contamination in tropical ecosystems.
Character Theory in Finite Fields
Exploring additive characters, orthogonality relations, and fundamental structures in finite field theory with applications to theoretical mathematics.

Collaboration & Contact

I welcome opportunities to contribute to collaborative research and projects at the intersection of applied mathematics, data science, and scientific computing.

Location: Pointe-à-Pitre, Guadeloupe
Profiles: GitHub | LinkedIn | ResearchGate | ORCID