Frejus Ibatta

Data scientist trainee

OpenClassrooms•  September 2022 - July 2023

Design an application for public health service: exploratory analysis, univariate analysis, multivariate analysis, Principal -Component Analysis (PCA) - Anticipate the electricity consumption needs of buildings: EDA, regression problem, supervised model, cross-validation - Segment clients of an e-commerce website: K-means clustering, t-SNE (t-distributed Stochastic Neighbor Embedding) - Implement a scoring model: binary classication, interactive dashboard (ML, Dash, Render) - Deploy a model in the cloud: AWS (Amazon Web Services), PySpark, Hadoop

Geophysicist software developper

GEOSCOP•  January 2022 - June 2022

Geophysical data processing, inversion, detection, classication, and data fusion - Development of python codes (i developped a python task automation app for the environmental department) - Processing and analysis of GPR and seismic data. - Prepare deliverables and reports using a variety of in-house tools

Python geophysicist

GEOSCOP•  May 2021 - November 2021

- Contribution of high-eciency towed geophysical methods (resistivity tomography & seismic tomography) and classication algorithms for the geotechnical characterization of soils along large linear projects. - Numerical and Geostatistical analysis of geophysical data using Python, Numpy and Pandas, - Visualization of data with seaborn and matplotlib

Geotechnical lab analyst

Ghana Highways Authorities•  April 2018 - August 2018

- Laboratory testing and experiments - Data collection and analysis of laboratory data - Report writing

CentraleSupélec - Openclassrooms

Data Science, MS•  September 2022 - July 2023

Professional Online Masters in Data science with Openclassrooms and CentraleSupélec

Université de Bordeaux

Geophysical engineering, MS•  September 2019 - May 2021

Masters Georessources - Near Surface Geophysics Programming, Numerical Computing, Statistics, Geophysics

Kwame Nkrumah University of Science and Technology

Geophysical Engineering, BS•  September 2013 - June 2017

Course: Principles of Geophysics | Petroleum Geology | Basics of Mechanics | Mineralogy | Exploration Geophysics | Engineering Geology | Differential Equations | Probability and Statistics | Advanced Mathematics | Geotechnics | Fluid Mechanics (Static Fluids & Dynamic Fluids) | Numerical Analysis | Programming | Basics of Electronics | Strength of Materials | Theory of Structures | Rock Mechanics | Computer Applications | Remote Sensing | Geostatistics |