AIDA GUEYE
Nashville
Summary
Detail-oriented Data Analyst skilled in SQL, Python, R, and data visualization. Expertise in statistical modeling and predictive analytics enhances data accessibility for diverse teams. Collaborates effectively to solve complex challenges and delivers innovative solutions through data interpretation and analysis.
Overview
9
9
years of professional experience
Work History
Research Associate | Data Analytics
Austin Peay State University
01.2024 - Current
- Analyzed climate and public health data to identify trends and associations related to cryptosporidiosis outbreaks across Tennessee.
- Built statistical models using Poisson Regression and Distributed Lag Non-Linear Models (DLNM) to evaluate environmental impacts on health outcomes.
- Performed data preprocessing, transformation, and quality assurance using R and SQL.
- Collected, integrated, cleaned, and validated CDC and NOAA datasets, enhancing data quality for statistical analysis.
- Designed interactive Power BI dashboards and data visualizations, effectively communicating research findings to faculty and research teams.
- Collaborated with multidisciplinary researchers on study design, data analysis, interpretation of results, and scientific manuscript preparation.
Graduate Teaching and Research Assistant
APSU / Fort Campbell Military Base
09.2024 - 01.2025
- Developed and evaluated machine learning models in Python and R, enhancing classification performance through targeted data preprocessing, feature engineering, and model optimization.
- Facilitated undergraduate statistics labs, teaching statistical methods and data analysis while guiding students in interpreting real-world datasets.
- Collaborated with faculty on research projects, mentoring students in office hours and providing tailored academic support.
Business Data Analyst
Harlem Strivers Inc.
New York
09.2021 - 08.2022
- Built interactive SQL dashboards and automated reporting processes, improving reporting efficiency and data accessibility.
- Performed complex SQL analyses to identify trends, mitigate business risks, and generate actionable insights.
- Centralized, cleaned, and validated datasets to ensure high data quality and accuracy for analytics and business intelligence.
- Optimized ETL pipelines and data workflows using AWS services (Amazon Redshift, S3) to facilitate scalable data processing.
- Analyzed and integrated over 1 million records to support operational, financial, and strategic business decisions.
- Collaborated with cross-functional stakeholders and data engineering teams to enhance BI processes, strengthen data governance, and streamline data integration.
Project Management and Strategy Analyst
TechGilli
Gambia
05.2019 - 08.2021
- Conducted market and competitive analyses of technology companies, identifying growth opportunities that informed strategic business decisions.
- Collaborated with cross-functional teams to evaluate web development projects, recommending technology solutions that aligned with business goals.
- Led customer interviews and analyzed user feedback to identify customer needs and provide data-driven recommendations for product and service improvements.
- Prepared reports and presentations that communicated project updates and market insights, supporting strategic recommendations to stakeholders.
- Assisted in project planning by monitoring project timelines and coordinating deliverables across technical and business teams.
Inventory Analyst
Tikkurila
Beijing
06.2017 - 05.2018
- Monitored inventory and supply chain KPIs, analyzed performance trends, and delivered actionable insights for informed operational decisions.
- Developed inventory forecasting models to optimize stock levels, improve demand planning, and reduce inventory costs.
- Analyzed data to identify inventory discrepancies and proposed process improvements for enhanced inventory accuracy.
- Collaborated with procurement, warehouse, and operations teams to streamline inventory planning and ensure optimal stock availability.
Education
Master of Science - Computer Science & Quantitative Methods (Predictive Analytics)
Austin Peay State University (APSU)
Tennessee, USA01-2025
M.D. - International Business
Beijing Technology And Business University (BTBU)
Beijing, China09-2018
BBA - Management
Groupe ISM
Dakar, Senegal09-2015
Skills
- SQL
- Python
- R
- Power BI
- Tableau
- AWS
- Snowflake
- ETL Pipelines
- Data Integration
- Data Cleaning
- Data Transformation
- Exploratory Data Analysis
- Data Pipeline Development
- Machine Learning
- Advanced Analytics
- Causal Inference
- Time Series Analysis
- Data Mining
- A/B Testing
- Business Intelligence
- Dashboard Development
- Performance Metrics
- Cross-functional Collaboration
- SAS
- Microsoft Excel
Languages
- French, Fluent
- English, Fluent
Publications
Impacts of Precipitation on Outbreak of Cryptosporidiosis Risk in Tennessee, 2012–2021, JSM Conference Proceedings, 2025, available on Zenodo
Timeline
Graduate Teaching and Research Assistant
APSU / Fort Campbell Military Base
09.2024 - 01.2025
Research Associate | Data Analytics
Austin Peay State University
01.2024 - Current
Business Data Analyst
Harlem Strivers Inc.
09.2021 - 08.2022
Project Management and Strategy Analyst
TechGilli
05.2019 - 08.2021
Inventory Analyst
Tikkurila
06.2017 - 05.2018
Master of Science - Computer Science & Quantitative Methods (Predictive Analytics)
Austin Peay State University (APSU)
M.D. - International Business
Beijing Technology And Business University (BTBU)
BBA - Management
Groupe ISM