Open to opportunities

Emilio Kamau

@emiliokamau

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Software Developer focused on data science and machine learning, building real-world backend and predictive solutions.

Kenya

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What I'm looking for

I’m looking for a role where I can build backend and data-driven ML systems—turning predictive modeling, analytics, and web apps into practical products that solve real regional challenges.

I’m a motivated Software Developer and Information Technology student with a strong foundation in data science, machine learning, and backend systems. I build practical, real-world solutions by integrating predictive modeling, web applications, and analytics to solve complex regional challenges.

In projects like Safe MotionAI, I developed a real-time driver drowsiness and intoxication alert system using computer vision, and I structured the backend processing pipeline for live webcam inputs and automated anti-sleep alarms. I also designed scalable, secure backend services for HouseHubKenya and built an enterprise web application with secure multi-role dashboards and automated booking logic using Flask routes. I’ve earned recognition through hackathons (including 1st place for Safe MotionAI) and I lead DS/ML/AI community workshops and study groups to grow practical machine learning skills.

Experience

Work history, roles, and key accomplishments

HouseHubKenya

Designed a scalable database architecture and backend services for a property and housing management system. Implemented secure web workflows for tenant management, property tracking, and administrative data operations.

Database Architecture Backend Services Tenant Management Property Tracking Data Operations Workflow Management

E-Commerce DataAnalytics Pipeline

Engineered an ETL pipeline to clean and transform a 500,000+ row dataset, addressing duplicates and missing metrics. Built an executive visualization dashboard to analyze operational peaks, seasonal trends, and profit margins.

ETL Data Cleaning data transformation Data Engineering Executive Reporting Dashboarding

Haddassa Enterprise

Built an enterprise web application with secure multi-role user dashboards, admin filing, and automated booking logic. Integrated dynamic frontend template blocks with modular backend Flask routes.

enterprise applications Multi Role Dashboards Automated Booking Logic Flask Modular Backend Routes

Safe MotionAI

Developed a real-time driver drowsiness and intoxication alert system using computer vision algorithms. Built a backend processing pipeline for live webcam streams to trigger anti-sleep alarms and telematics logic.

Computer Vision predictive modeling Telematics