Michelle Wambaya | Data Engineer & DevOps Professional

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60 Seconds to Know Me

Hi! I'm Michelle Wambaya, a passionate data engineer and DevOps professional from Kenya. With a unique background combining economics, finance, and technology, I bring a analytical mindset to solving complex data challenges.

I specialize in building scalable data pipelines, cloud infrastructure, and full-stack applications that drive real business value. My recent work includes implementing CI/CD pipelines that reduced deployment times by 70% and creating environmental monitoring systems using GIS technology.

15+ Projects Delivered

50K+ Data Points Processed

70% Performance Improvement

About Me

Download CV

My journey has evolved from economics student to full-stack developer and aspiring data engineer. I've worked as a Developer Consultant, handled DevOps and automation projects, and explored real-world data applications through externships and research.

Currently, I'm expanding my expertise through the ALX AWS Cloud program and advanced data engineering courses. My foundation in Python, SQL, and cloud platforms like AWS helps me build scalable solutions and extract meaningful insights from complex datasets.

I'm passionate about blockchain technology, data visualization, and building systems that solve real-world problems. When I'm not coding or analyzing data, I enjoy writing, research, and exploring emerging technologies.

Professional Journey

ALX AWS Cloud Program

Student • Remote

Intensive cloud computing program focusing on AWS services, cloud architecture, and infrastructure management. Building expertise in cloud-native solutions and DevOps practices.

Hands-on experience with AWS services (EC2, S3, Lambda, RDS)
Cloud architecture design and implementation
DevOps best practices and automation

2024 - Present

DevOps Developer Consultant

Freelance • Remote

Designed and implemented CI/CD pipelines, managed cloud infrastructure, and provided containerization solutions for clients across East Africa. Specialized in AWS, Docker, and Kubernetes deployments.

Reduced deployment time by 70% through automated pipelines
Managed infrastructure for 15+ client applications
Implemented monitoring solutions improving system reliability

Sep 2024 - Apr 2025

ArcGIS Extern

Extern.com • Remote

Developed spatial analysis solutions and created interactive mapping applications. Worked with environmental data to support conservation and urban planning initiatives across Kenya.

Created 12+ interactive web maps for environmental monitoring
Analyzed land use patterns using satellite imagery
Collaborated with international conservation organizations

2024

Finance & Accounts Attachee

Corporate Services Division

Gained practical experience in financial analysis, budget preparation, and corporate accounting. Developed skills in financial modeling and regulatory compliance.

Processed 200+ financial transactions weekly
Assisted in quarterly budget reviews and forecasting
Streamlined expense reporting through Excel automation

May - Jul 2024

Technical Skills

Data Engineering & Analytics

Python Expert

SQL Advanced

Pandas & NumPy Advanced

Apache Spark Intermediate

Power BI Advanced

Cloud & DevOps

AWS (EC2, S3, Lambda) Advanced

Docker Advanced

Kubernetes Intermediate

CI/CD Pipelines Advanced

Terraform Intermediate

Programming & Development

JavaScript Advanced

React.js Advanced

Node.js Intermediate

HTML/CSS Expert

Git/GitHub Advanced

Specialized Tools

ArcGIS Advanced

QGIS Intermediate

Tableau Intermediate

Excel (Advanced) Expert

Blockchain Development Beginner

Featured Projects

Real Estate Market Analysis Dashboard

Comprehensive data pipeline analyzing Kenyan real estate trends using Python, SQL, and Power BI. Processes over 50,000 property listings to provide market insights.

GitHub Live Demo

Python SQL Power BI AWS

Environmental Monitoring System

GIS-based application for tracking deforestation patterns in Kenya using satellite imagery and machine learning algorithms for environmental conservation.

GitHub Live Demo

ArcGIS Python React PostgreSQL

Automated DevOps Pipeline

Complete CI/CD pipeline with Docker containerization, Kubernetes orchestration, and AWS deployment for a microservices architecture supporting 10,000+ users.

GitHub Documentation

Docker Kubernetes AWS Terraform

Cryptocurrency Portfolio Tracker

Full-stack web application for tracking cryptocurrency investments with real-time data visualization, portfolio analytics, and automated alerts.

GitHub Live Demo

React Node.js MongoDB Chart.js

E-commerce Analytics Platform

Data engineering solution processing customer behavior data to generate insights for East African e-commerce platforms, handling 1M+ transactions monthly.

GitHub Case Study

Apache Spark Python PostgreSQL Tableau

Mobile Banking Dashboard

Responsive web application providing financial analytics and reporting for mobile banking services, with focus on financial inclusion in rural Kenya.

GitHub Live Demo

React D3.js Flask SQLite

Certifications & Learning

☁️

AWS Cloud Practitioner

Amazon Web Services

View Certificate

🐍

Python for Data Science

DataCamp

View Certificate

🗺️

ArcGIS Pro Fundamentals

Esri

View Certificate

🐳

Docker Certified Associate

Docker Inc.

View Certificate

📊

Power BI Data Analyst

Microsoft

View Certificate

⚛️

React Developer

Get In Touch

Email

michellewambaya@gmail.com

LinkedIn

Connect with me

GitHub

View my repositories

Location

Nairobi, Kenya

I'm always open to discussing new opportunities, collaborating on interesting projects, or simply connecting with fellow tech enthusiasts. Feel free to reach out!