Trevor Muchiri

Accurately annotated and validated image, text, and audio datasets to project guidelines, ensuring high-quality labeled data and consistent organization for machine learning model training.

Developed and deployed ML models for predictive analytics using Python and R, automated data preprocessing pipelines, and created dashboards that supported data-driven decisions; implemented preventive maintenance strategies that reduced equipment downtime by 20%.

Assisted in conducting elections for a tea-factory board, supporting polling station operations and ballot handling to ensure transparent and accurate voting processes.

Provided end-user services, network administration, system security, and application support; performed installations, maintenance, and configuration of ICT equipment and security controls across public service environments.

Maintained and upgraded IT systems, troubleshot technical issues, ran training sessions, produced system documentation, and collaborated with business analysts to implement viable ICT solutions.

Conducted household enumeration by mapping enumeration areas, administering survey questions, and accurately capturing responses to support national census data collection.

Provided ICT user support including PC repair, OS installation, network configuration (WIFI/LAN), ICT security tasks, and SAP administration during a five-month internship.

Developed an Android app using Android Studio and Java, worked with MySQL relational databases, and conducted PC repair and networking tasks during an internal attachment.

Assisted in voter search and ballot issuance using the KIEMS system, supported ballot sorting and counting, and executed duties assigned by presiding officers during electoral events.

Activities and societies: Final-year project and practical attachments; developed an Android application linking farmers and buyers.

Completed a Bachelor of Science in Information Technology focusing on software development, databases, networking, and IT systems.

Completed secondary education and obtained the Kenya Certificate of Secondary Education (KCSE).

Completed primary education and obtained the Kenya Certificate of Primary Education (KCPE).