Open to opportunities

etienne yvan ngouana faumete

@etienneyvanngouanafa

Message

I build predictive models, dashboards, and statistical analyses that turn complex data into actionable decisions.

Cameroon

Message

What I'm looking for

I'm looking to build data products that combine statistical modeling, machine learning, dashboards, and forecasting to support practical business, public-policy, and agricultural decisions.

I've delivered predictive models, customer analysis systems, automated ETL workflows, and KPI dashboards at TECHINNOVATE SOLUTIONS using Python, R, SQL, Power BI, and Tableau.

Previously at DATA INSIGHTS CAMEROON and DIGILAB AFRICA, I cleaned complex datasets, optimized reporting queries, developed scoring and customer-segmentation models, and supported market research and sales prediction.

My projects span cardiovascular disease prediction, industrial monitoring with MQTT, MongoDB, Grafana, and PySpark, and demographic visualization for Benin. In the HACK2HIRE Weather & Agricultural Intelligence Platform, I've developed rain, drought, and agricultural disease-risk models and integrated predictions through FastAPI and Docker.

I'm also a biostatistics trainer at AfricanBIB, helping learners apply data analysis methodologies with R, Python, SPSS, and STATA. My background in statistics and ongoing master's studies in data science support my work in statistical modeling, machine learning, forecasting, and data visualization.

Experience

Work history, roles, and key accomplishments

Current

Trainer in Biostatistics Program

Current

AfricanBIB

Aug 2023 - Present (3 years)

Trains learners on data analysis methodologies and their applications using R, Python, SPSS, and STATA software.

R Python SPSS Stata Data Analysis Training

Current

Data Scientist Junior

Current

Techinnovate Solutions

May 2021 - Present (5 years 3 months)

Develops and deploys predictive models for business process optimization, designs customer data analysis systems, and creates interactive dashboards. Automates ETL processes and collaborates with marketing teams on campaign effectiveness.

Python R Pandas scikit learn SQL Power BI Tableau ETL A B Testing Data Visualization

Data Analyst

Data Insights Cameroon

Jan 2020 - Apr 2021 (1 year 3 months)

Cleaned and prepared complex datasets, conducted descriptive and exploratory statistical analyses, and provided periodic reporting on key performance metrics. Optimized SQL queries and participated in developing scoring models.

Data Cleaning Statistical Analysis SQL Reporting Scoring Models Market Analysis

Data Science Intern

Digilab Africa

Jun 2019 - Dec 2019 (6 months)

Participated in developing a customer segmentation algorithm, collected and analyzed data for market research, and created data visualizations. Contributed to improving data extraction processes and applied machine learning for sales prediction.

Python Matplotlib SeaBorn Machine Learning Data Visualization Customer Segmentation

Intern

National Institute of Statistics

Jun 2018 - Aug 2018 (2 months)

Participated in data collection and analysis for poverty index evaluation, digitized and analyzed budget data, and developed automation scripts for survey processing. Applied data cleaning and validation techniques and contributed to statistical reports.

Data Collection Data Analysis Statistical Methods Automation Data Cleaning Reporting