Mitchelle Muraya

Developed a web-based job matching platform designed to connect workers and clients in Kenya’s informal labor market through intelligent skill-based recommendations.
Engineered dynamic dashboards for workers, clients, and administrators with real-time updates on job listings, applications, reviews, and messages.
Implemented machine learning models using Python and scikit-learn (TF-IDF and supervised classification) to recommend suitable workers based on job descriptions and extracted skills.
Integrated live notifications, rating, and review systems to enhance transparency and user engagement.
Applied database optimization techniques in MySQL, improving query efficiency and data retrieval across large datasets.

Developed a web-based job matching platform
Engineered dynamic dashboards for workers, clients, and administrators
Implemented machine learning models using Python and scikit-learn
Integrated live notifications, rating, and review systems
Applied database optimization techniques in MySQL
Deployed Flask API endpoints for real-time predictions

Built and scripted core game mechanics in C#, including player movement, collision detection, and scoring logic.
Designed intuitive UI menus, in-game buttons, and level transitions, ensuring smooth navigation and player engagement.
Created 2D illustrations and icons that enhanced visual storytelling and maintained educational appeal.
Conducted testing for gameplay balance, performance, and user experience, iterating based on feedback for improved usability.

Designed and developed a two-level educational puzzle game
Built and scripted core game mechanics in C#
Designed intuitive UI menus and level transitions
Created 2D illustrations and icons
Conducted testing for gameplay balance and user experience

Designed and developed web-based forms and dashboards using HTML, CSS, PHP, and Laravel, including maintenance task forms, welcome/login pages, and user authentication features.
Gained hands-on experience in SQL database management, writing and optimizing queries for data retrieval, CRUD operations, report generation, and use of aggregate functions and joins to support system reporting.
Participated in network setup and troubleshooting, including Ethernet cabling, exploring networking devices in the server room, and performing laptop troubleshooting, formatting, and software reinstallation.
Explored the company's vehicle tracking system, learning about real-time tracking devices and operations, and conducted geofencing using longitude/latitude coordinates with E-Drive Technology and Google Maps.
Created performance dashboards and KPIs using Power BI connected to live fleet data, and worked with ETL processes and automated data ingestion task, integrated web forms with FleetWave to automate data entry and retrieval.

Developed a comprehensive web application that allows users to discover local events and purchase tickets online, enhancing user engagement.
Implemented robust backend functionality using PHP and MySQL to manage dynamic content, ensuring seamless event listings and user registrations.
Designed a responsive front end using HTML, CSS, and JavaScript, creating an intuitive browsing experience for users across various devices.
Integrated a secure payment gateway to protect user financial information, facilitating smooth and secure transactions for ticket purchases.
Conducted thorough testing and debugging processes to identify and resolve issues, significantly improving website performance and user satisfaction.

Organized and facilitated a variety of engaging activities for children at the orphanage, promoting creativity and teamwork among participants.
Provided emotional support and mentorship to the children, helping to foster a nurturing environment that encouraged personal growth and resilience.
Assisted in daily operational tasks, working closely with staff to maintain a structured and supportive routine for the children.
Raised awareness about the orphanage's needs and gathered resources to improve living conditions, contributing to community engagement and support.
Collaborated with fellow volunteers to coordinate and execute fundraising events, successfully generating resources for the orphanage's ongoing initiatives.

Maintained accurate and up-to-date tenant records, tracking rent payments diligently to ensure timely collections and minimize outstanding balances.
Created and managed a comprehensive database system to organize tenant information efficiently, streamlining communication and data retrieval.