Open to opportunities

Gloria Isedu

@gloriaisedu

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Software engineer specializing in machine learning and data visualization.

France

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What I'm looking for

I seek a collaborative environment that fosters innovation and growth.

I am a dedicated software engineer with a strong focus on machine learning and data visualization. Currently, I lead backend development at HelloFresh, where I ensure scalability and efficiency through OOP principles and DevOps practices. My experience includes developing Graph Neural Networks for various applications and integrating Large Language Models for NLP tasks.

Previously, I worked as a Computer Vision Researcher at École Spéciale des Travaux Publics, where I classified sinkholes using Transfer Learning and built image segmentation models. My role as a Research Assistant at the German Aerospace Center involved coordinating experiments and building data preprocessing pipelines, enhancing our understanding of physiological data.

With a Master's in Computer Science specializing in Machine Learning and Data Mining, I am passionate about leveraging my skills to drive data-driven decision-making and contribute to innovative projects in the tech industry.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

HelloFresh

Dec 2022 - Present (2 years 7 months)

Led backend development for platform and internal services, ensuring scalability and efficiency. Developed Graph Neural Networks for various tasks and integrated Large Language Models for NLP applications. Supervised the full project lifecycle from requirements gathering to deployment.

OOP DevOps Large Language Models NLP Backend Development Scalability Project Management Deployment

ÉP

Computer Vision Researcher

École Spéciale des Travaux Publics

Jul 2024 - Aug 2024 (1 month)

Researched sinkhole detection and classification using machine learning. Developed a UNET based model for image segmentation and tracked experiments to select the best model.

Machine Learning U Net Segmentation Research Data Classification Experimentation Data Analysis Python

Power BI Freelance

PwC Switzerland

Oct 2023 - Oct 2023 (0 months)

Created Power BI dashboards to visualize KPIs and communicated insights effectively to clients. Analyzed HR data to identify gender balance issues at the executive level.

Power BI Data Visualization KPI Analysis Communication Data Analytics Problem Solving Client Engagement Freelancing

Research Assistant

German Aerospace Center

Apr 2023 - May 2023 (1 month)

Coordinated experiments to collect physiological data, built a data preprocessing pipeline, and visualized data for better understanding. Contributed to separating mental and metabolic components.

Data Collection Experiment Design data preprocessing Data Visualization Data Analysis Python Experimentation Team Collaboration

Python Data Analyst

Ehealth4everyone

Aug 2021 - Aug 2022 (1 year)

Developed ARIMA models for time series predictions and created a Plotly Dash app for data visualization. Led team training on Airflow for ETL processes, enhancing data-driven decision making.

Time Series Analysis Data Visualization Plotly ETL Airflow Python Data Analysis Dashboard Development

Education

Degrees, certifications, and relevant coursework

Jean Monnet University

Master's in Computer Science, Computer Science

2022 - 2024

Pursuing a Master's degree in Computer Science with a specialization in Machine Learning and Data Mining, focusing on advanced techniques and applications in data analysis and predictive modeling.

Afe Babalola University

Bachelor of Science, Computer Science

Grade: Honors

Completed a Bachelor of Science degree in Computer Science with Honors, gaining foundational knowledge in programming, algorithms, and software development.