12/10/2025 updated
100 % available
Data-Driven Civil Engineer | Python, ML & Infrastructure Insights | Smart Solutions for the Built
USA
Worldwide
Integrated Polytechnic Regional Centre Kigali (2017-2022)InnovationComputer-Aided DesignAutoCADAnalytic ApplicationsAutomationBlueprintingConstructionBuilt EnvironmentUrban PlanningCivil EngineeringData CleansingForecastingFrenchInfrastructure ManagementPython (Programming Language)
Skills & Expertise
I am a detail-oriented Civil Engineering Technologist offering a unique and powerful combination of hands-on technical engineering knowledge and modern data science proficiency. My expertise lies at the intersection of infrastructure, analytics, and innovation, helping clients transform raw data into actionable insights that significantly improve planning, safety, sustainability, and performance in the built environment.
Core Technical ProficiencyI am highly skilled in the full data lifecycle, from wrangling and cleaning to advanced predictive modeling, specifically tailored for engineering datasets:
Python: Proficient in data cleaning (Pandas, NumPy), visualization (Matplotlib, Seaborn, Plotly), and applied machine learning (Scikit-learn, XGBoost, TensorFlow) for tasks like project forecasting and resource optimization.
SQL: Expert in querying and managing large engineering and infrastructure datasets.
Engineering Applications: Experienced in applying predictive modeling to critical infrastructure problems, including road deterioration analysis, maintenance planning, traffic flow assessment, and material efficiency studies.
Design & Geospatial Tools: Skilled in AutoCAD for producing technical drawings, layouts, and blueprints for structural and site planning. Proficient with GIS & Geospatial Tools for transportation, urban mapping, and linking design decisions with data-driven evaluations.
Excel: Strong capability in building complex reports, estimations, and robust project models.
Professional Experience & FocusMy experience allows me to support smart infrastructure projects by bridging the gap between design and data. I am passionate about promoting sustainable infrastructure, urban equity, and smart development, with a focused commitment to projects in Rwanda and East Africa.
Communication: I excel at simplifying complex data analyses into clear visuals and reports, ensuring actionable insights are understood by all stakeholders.
Collaboration: Committed to collaborative problem-solving and adaptable to working with NGOs, startups, research institutions, and public agencies globally.
Availability: Available for both short and long-term remote or hybrid engagements.
Languages: Fluent in English and French.
Experience
Professional experience0 - 5 years
Freelancer since2025
Languages
EnglishFluentFrenchFluent
Project history
As a foreman, I led a team in constructing metal roof structures using welding techniques. I was responsible for interpreting technical drawings, supervising welding operations, coordinating daily tasks, managing tools and materials, enforcing safety protocols, and ensuring structural accuracy and quality. I worked closely with engineers and project managers to deliver safe, efficient, and cost-effective roofing installations.
This role sharpened my skills in metalwork, construction supervision, and problem-solving, and instilled a strong understanding of structural safety, team management, and hands-on engineering execution. It also laid the foundation for my growing interest in smart construction technologies and data-driven infrastructure solutions.
This role sharpened my skills in metalwork, construction supervision, and problem-solving, and instilled a strong understanding of structural safety, team management, and hands-on engineering execution. It also laid the foundation for my growing interest in smart construction technologies and data-driven infrastructure solutions.
Worked as a Foreman overseeing construction projects.
Handled cash transactions and customer service as a pharmacy cashier.