๐ Welcome to My Portfolio
Hello! I'm Dorothy Awino Ongonga, a dynamic and results-driven professional with a multidisciplinary background at the intersection of Actuarial Science, Full Stack Software Development, Graphic Design, Data Science & AI/ML, and Cloud Computing. My passion lies in leveraging analytical precision, technical proficiency, and creative problem-solving to drive innovation and support business growth.
With extensive experience in customer service, I excel at delivering exceptional support in fast-paced environments. I am proficient in CRM systems, Power BI, SQL, Tableau, Microsoft Office, and various programming languages. I thrive in collaborative settings, contributing to data-driven decision-making and enhancing user experiences.
๐ Featured ProjectsDATA SCIENCE & ANALYSIS
Built interactive BI dashboards with Tableau & Power BI for executive reporting, visualizing KPIs and trends.
View Project →AI & MACHINE LEARNING
Applied K-means and Hierarchical Clustering on retail data to identify segments and recommend strategies.
View Project →DATA ENGINEERING
Created regression and classification models with Scikit-learn, XGBoost, MLflow, and CI/CD.
View Project →GRAPHICAL DESIGN
Created engaging animated videos using After Effects & Canva for young learners.
View Project →Logo & Brand Identity
Delivered complete branding kits, including logos and style guides, for various startups and events.
View Project →SOFTWARE DEVELOPMENT
Developed and deployed this professional portfolio using Jekyll and GitHub Pages with Minimal Mistakes theme.
View Code →DIGITAL MARKETING &SEO Optimization
Improved a blog site's visibility by 40% through comprehensive keyword optimization and technical SEO strategies.
View Project →AWS Cloud Practitioner
Successfully passed the AWS Certified Cloud Practitioner exam, demonstrating foundational cloud knowledge.
Learn More →For a more comprehensive look at my work, visit the Projects page.
My expertise spans a range of disciplines, allowing me to approach challenges with a holistic perspective:
๐ Data Science, Analysis & AI
- Business Dashboard (Tableau & Power BI): Built interactive BI dashboards for executive reporting, visualizing KPIs and trends in marketing, sales, and customer retention. Enabled data-driven decisions by summarizing complex datasets into digestible visuals.
- Data Mining & Machine Learning: Applying clustering (K-means, Hierarchical), regression, and classification models (Scikit-learn, XGBoost) for predictive insights.
- Data Engineering: Automating web scraping (BeautifulSoup) and building data pipelines for efficient data flow.
- Deep Learning: Developing and monitoring CNNs (TensorFlow, Keras) for advanced image classification.
- MLOps & Deployment: Dockerizing models and deploying them using FastAPI, with tracking via MLflow.
- Exploratory Data Analysis (EDA): Proficient in data wrangling and visualizing complex datasets for actionable insights.
๐จ Graphic Design & Branding
- Visual Content Creation: Designing animated educational videos (After Effects, Canva), logos, brand identities, posters, and infographics (Illustrator, Canva).
- Audio Production: Producing professional voice-over content for various media via platforms like Voice123.
- Personal Branding: Creating creative CVs and digital portfolio layouts that stand out.
๐ป Software Development
- Full Stack Development: Building robust applications with a focus on both front-end and back-end logic.
- Static Site Generation: Experienced with Jekyll for building fast, secure, and easily maintainable websites like this portfolio.
โ Cloud Computing
- AWS Certified Cloud Practitioner: Demonstrating foundational knowledge in AWS cloud services, architecture, security, and economics.
- Cloud Operations:
- Cloud Implementation Engineers: Assist in the migration of data and services from physical IT infrastructure to virtual environments. Conduct tests and troubleshooting activities to ensure smooth transition and continued customer satisfaction thereafter.
- ICT Consultants: Advise on how to optimize the use of existing tools and systems, make recommendations for the development and implementation of a business project or technological solution, and contribute to project definitions. Raise awareness of IT innovations and their potential value to a business, and participate in the assessment and choice of solutions.
- IT Infrastructure Services Analysts: Develop, test, operate, monitor, manage, and/or support IT services using a collection of hardware, software, networks, data centers, facilities, and related equipment.
- Technology Implementation Consultants: Manage end-to-end technology project implementation for clients. Understand the client requirements, generate solutions, configure software, and conduct end-user training. Ensure smooth product adoption.
๐ Digital Marketing & SEO
- SEO Strategy: Conducting SEO audits, keyword optimization, and improving organic visibility.
- Campaign Management: Creating and managing Facebook Ads campaigns with targeted audience strategies.
- Web Development: Building responsive and SEO-optimized WordPress websites.
- Social Media Engagement: Executing effective marketing plans with engaging content across platforms.
- SEO Audit for Blog Site: Boosted organic traffic by 40% through improved keywords and structure.
- Email Campaign Analytics Dashboard: Visualized campaign performance with KPIs in Tableau.
- Business Mapping on Google Maps (Google Business Profiles): Registered and optimized local businesses on Google Maps to enhance visibility and customer trust. Added accurate business info, images, location pins, and updatesโhelping clients appear in local search results and Googleโs 3-Pack.
- Facebook Sponsored Page Campaigns: Managed targeted Facebook Ads for businesses using sponsored posts and boosted content. Optimized campaigns for reach, engagement, and conversions with demographic targeting and audience insights.
- Website Creation Using WordPress: Built responsive WordPress websites with integrated contact forms, blog sections, and social links. Focused on mobile-friendly design, SEO structure, and user experience.
- Social Media Marketing & Advertising: Planned and executed marketing strategies across platforms like Facebook, Instagram, and WhatsApp Business. Created engaging content calendars, ad creatives, and promotional visuals to boost brand engagement and customer loyalty.
- Customer Data Collection via Google Forms: Designed and deployed branded Google Forms to capture leads, run surveys, and collect customer feedback. Integrated responses with Sheets for live tracking and analysis.
- Logo & Visual Brand Identity Creation: Designed logos and visual content tailored for digital branding and social media profiles. Ensured consistency across online platforms, improving brand recall and professionalism.
๐ Actuarial Science
- Statistical Modeling: Applying survival models (Kaplan-Meier, Weibull) for demographic and life table analysis.
๐ค Virtual Assistance & Digital Tools
- Process Automation: Developing Python scripts for administrative tasks like email sorting and report generation.
I'm always eager to discuss new opportunities, collaborations, or innovative projects. Feel free to reach out to me:
- Email: ongongaawino614@gmail.com
- Phone: +254 101 724 422
- GitHub: github.com/dorothyawino
- LinkedIn: linkedin.com/in/dorothyawino
โData is the new oil, but insight is the engine.โ