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Faith Munuhe

Developer

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Work History

My professional journey is marked by a passion for leveraging cutting-edge technologies to build intelligent systems and drive innovation in the AI/ML domain.

2025 and currently

BeeMultiscent

Lead AI/ML Engineer

Pioneering intelligent automation in scent and fragrance delivery systems.

Architected and deployed AI-driven algorithms for real-time scent composition and adaptive fragrance diffusion based on environmental data and user preferences.

Developed robust machine learning models for predictive scent depletion and automated replenishment, optimizing supply chain logistics.

Integrated advanced sensor fusion techniques to enhance contextual awareness of fragrance devices, leading to personalized user experiences.

Led the development of scalable Python-based backend services using Django, facilitating seamless data ingestion and model serving for IoT-enabled devices.

Implemented anomaly detection systems for device performance and scent quality assurance, ensuring high operational reliability.

2022 - 2025

MKU University Projects

Lead Software Developer / Research Assistant

Innovating campus solutions through intelligent systems and data visualization.

Developed an interactive campus map application using geospatial data and Python, enhancing navigation and resource discovery for students and faculty.

Designed and implemented a smart timetable system with real-time lecturer position tracking, optimizing classroom utilization and student scheduling.

Conducted research on predictive analytics for student performance, utilizing machine learning to identify at-risk students and recommend personalized interventions.

Collaborated on a project to automate university administrative tasks using scripting and data integration, significantly reducing manual workload.

2018 - 2022

High School Projects

Junior Innovator / Robotics Club Lead

Exploring foundational concepts in robotics, automation, and early programming.

Designed and built a line-following robot using basic sensors and microcontrollers, demonstrating principles of autonomous navigation.

Developed a simple home automation system prototype using Arduino, controlling lights and appliances via basic programming interfaces.

Led the school robotics club, fostering interest in STEM fields and guiding peers in competitive robotics challenges.

Created a basic inventory management system using Python for school supplies, improving organizational efficiency.

Participated in regional science fairs, presenting projects on renewable energy and basic circuit design.

2025 — Built by Faith Munuhe