Emmanuel Aregbesola
@frequentnotebook
Statistics graduate specializing in Python and SQL data analysis, building financial data science skills from real-world projects.
What I'm looking for
I’m a Statistics graduate from the University of Lagos building toward a specialization in financial data science and quantitative analysis. I enjoy working with messy real-world datasets and turning relational data into business insights I can clearly explain to stakeholders.
Through end-to-end projects, I’ve strengthened my workflow from data cleaning to analysis and SQL-based answers. In my Olist E-Commerce Analysis, I cleaned 99,000+ customer records across 9 relational tables, built SQL views with CTEs and window functions, and generated state-level marketing insights around revenue trends, delivery performance accuracy, and average customer spend patterns.
I also applied statistical and ML techniques in my Cryptocurrency Technical Indicator Analysis by evaluating SMA, EMA, RSI, MACD, and Bollinger Bands, then training logistic regression and decision tree models for next-day price direction. Right now, I’m also supporting small business reporting in “Data Support — Family Business” and currently learning scikit-learn, model evaluation, cross-validation, Power BI dashboards, and time-series analysis.
Experience
Work history, roles, and key accomplishments
Data Support
Family Business
Jan 2025 - Present (1 year 2 months)
Provided spreadsheet data entry and Excel support for small business operations, focusing on data formatting and basic reporting to support day-to-day needs.
Education
Degrees, certifications, and relevant coursework
University of Lagos
Bachelor of Science, Statistics
Activities and societies: Relevant coursework: Probability theory, statistical inference, regression analysis, time series analysis.
BSc in Statistics from the University of Lagos. Coursework included probability theory, statistical inference, regression analysis, and time series analysis.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/FrequentNotebookJob categories
Skills
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