ADEH GEORGE

Data Science Engineer | SQL • Python • Power BI • Excel • Data Visualization l • AWS Cloud

Abuja.

About

Data Science Engineer with 8+ years in telecom, skilled at applying machine learning and advanced analytics to operational data. Proficient in Python, SQL, and statistical modeling to extract insights and build predictive solutions.

Demonstrated ability to accelerate decision-making with data-driven tools: developed analytical models and dashboards to reduce downtime and enhance network planning.

Achieved significant cost and time savings through data projects (predicting network faults, automating reporting) using Pandas, scikit-learn, Seaborn and cloud services (AWS).

Work

Huawei Nigeria

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FTTH Project Implementation Engineer

Abuja, Nigeria

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Summary

Lead end-to-end Fiber-to-the-Home deployment projects for a national telecom operator. Coordinated contractors, field engineers, and stakeholders to deliver 408km+ of fiber optics projects, expanding network reach and customer base on schedule.

Highlights

Managed data collection and reporting for over 5,000+ Home-Pass for FTTH in March 2026, significantly expanding rollouts and streamlining the workflow through clear KPI tracking.

Automated weekly status reports in Excel/Power BI for leadership, highlighting project milestones, resource utilization and network infrastructure.

Developed Power BI dashboards to track project KPIs (deployment progress), providing real-time visibility and enabling data-driven field operations to management.

Conducted root cause analyses on network faults, leading to an achieved 30% reduction in mean-time-to-restore (MTTR) in outage restoration time

Prepared and presented detailed project reports, including fiber route maps and performance dashboards, to senior leadership to inform strategic decisions.

Created SQL queries and Excel models to analyze field performance data, identifying trends and cost-saving opportunities.

Education

Lagos State University

Lagos State, Nigeria
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BSc Management Science

Certificates

AWS Certified Cloud Practitioner (In Progress - Expected Sept 2026)

Amazon Web Services (AWS)

3MTT Data Science Professional (In Progress - Expected Aug 2026)

3MTT

3MTT Data Analytics Professional (In Progress - Expected Aug 2026)

3MTT

CISCO CCNA Certificate – R&S

Cisco

Skills

Programming & Databases

Python, Pandas, NumPy, SQL, ETL.

Data Science & Machine Learning

scikit-learn, Machine Learning, Statistical Analysis, Data Modeling.

Data Visualization

Power BI, Tableau, Matplotlib, Seaborn.

Cloud & Data Engineering

AWS Cloud Architecture, Data Workload Optimization, Serverless Data Pipelines, Application Decoupling, Infrastructure Automation, AWS EC2, AWS S3.

Projects

Predictive Maintenance Model

Summary

Built a logistic regression model using historical telecom fault data to predict fiber cuts before failure. Achieved 80% recall on validation set, guiding preventative maintenance schedules. Visualized results with Jupyter notebooks and Seaborn charts.

Sales Forecasting Dashboard

Summary

Developed time-series forecasting on superstore sales data. Implemented Facebook Prophet to predict monthly sales, integrated results into a Power BI dashboard showing forecast vs actuals, improving inventory planning accuracy by 15%.

Customer Segmentation Analysis

Summary

Combined customer, order, and product tables to extract features. Performed clustering on purchase behavior, identifying high-value segments for targeted marketing. Presented findings in interactive Plotly charts.