Key Strengths

Strong foundational understanding of data analysis concepts, including data cleaning, processing, and visualization.
Demonstrated experience with machine learning models (Logistic Regression, Random Forest, XGBoost) for fraud detection.
Proficiency in SQL for database schema design, querying, and data extraction.
Experience with Python for data analysis and Scikit-learn for machine learning.
Ability to create interactive dashboards and reports using tools like Excel and Google Sheets.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's academic projects demonstrate a breadth of technical skills relevant to data analysis, including machine learning, database management, and data visualization. The pursuit of a Google Data Analytics Certificate and continuous learning in Tableau, Power BI, Matplotlib, and Seaborn indicates a strong drive for professional development and alignment with data-centric roles. However, the lack of professional experience and focus solely on academic projects might require a more structured onboarding into a corporate environment.

Soft Skills & Operational Fit

The candidate highlights being detail-oriented, motivated & autonomous, possessing an analytical mindset, and being a team collaborator. These traits are beneficial for a Data Analyst role, indicating a proactive and thorough approach to data-driven tasks.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

ODETTE SOGBOE

Data Analyst

https://www.opentalent.in/odette-sogboe

Data Analyst with less than a year in Big Data & AI

Lomé, Maritime, TogoMember since June 21, 2026

https://www.opentalent.in/odette-sogboe

About

Second-year Computer Science student specializing in Big Data & AI at UCAO-UUT. I combine strong analytical skills with hands-on experience in SQL, Excel, data visualization, and machine learning. I have built end-to-end data pipelines on real-world datasets and delivered actionable insights through dashboards and reports. Detail-oriented and results-driven, I am eager to contribute to a forward-thinking team as a Data Analyst.

Top Skills

PythonScikit LearnTeam CollaborationMysqlSQL

Skills

PythonSQLMysqlPHPHTML/CSSMachine LearningScikit LearnTeam CollaborationExcelTableauPower BIMatplotlibSeabornGoogle Sheets

Education

UCAO-UUT

Bachelor's · CS / Big Data

August 1, 2024 – Present

C.S. Anne & Albert

High School Diploma

N/A – May 31, 2024

Projects

Fraud Detection & Data Analysis

June 1, 2024 – June 1, 2026

Processed and analyzed a real-world credit card transaction dataset (284K+ records) to detect fraudulent patterns. Applied SMOTE for class imbalance, trained Logistic Regression, Random Forest & XGBoost models, achieving 99%+ accuracy. Produced data visualizations (confusion matrices, ROC curves, SHAP plots) to communicate model performance and key insights.

Travel Management Application

June 1, 2024 – June 1, 2026

Designed and built a full OOP application modeling customers, trips and bookings. Structured codebase using classes, inheritance and encapsulation principles. Implemented core business logic: booking creation, trip scheduling, entity management.

Student Data Management

June 1, 2024 – June 1, 2026

Designed a normalized relational database schema from scratch. Wrote SQL queries for filtering, sorting, joining and extracting data. Performed data analysis and delivered actionable reporting.

Student Management Application

Certifications

Google Data Analytics Certificate

Google

June 1, 2026 – Present

Key Strengths

Strong foundational understanding of data analysis concepts, including data cleaning, processing, and visualization.
Demonstrated experience with machine learning models (Logistic Regression, Random Forest, XGBoost) for fraud detection.
Proficiency in SQL for database schema design, querying, and data extraction.
Experience with Python for data analysis and Scikit-learn for machine learning.
Ability to create interactive dashboards and reports using tools like Excel and Google Sheets.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit