Willion M.

Key Skills

Software

Other

Deep Systems

OpenCV AI Kit (OAK)

Top Subject Matter

Education (ICT/STEM)

assessment data collection and learning analytics

Geospatial data collection for census

Top Data Types

Computer Code Programming

Text

Document

Top Task Types

Data Collection

Geocoding

Diagnosis

Entity (NER) Classification

Text Generation

Question Answering

Freelancer Overview

Subject Teacher (ICT) | Ministry of Education – Chinsali, Zambia (July 2022 – Present). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, The Copperbelt University (CBU) (2020) and Grade 12 School Certificate, Chinsali Day Secondary School (2015). AI-training focus includes data types such as Computer Code, Programming, and Geospatial and labeling workflows including Data Collection, Geocoding, and Diagnosis.

Labeling Experience

Subject Teacher (ICT) | Ministry of Education – Chinsali, Zambia (July 2022 – Present)

OtherData Collection

Designed and delivered ICT lessons that included practical, assessment-driven evaluation for secondary students, implying hands-on work with structured learning data and feedback cycles. Created schemes of work and records of work aligned to the national STEM curriculum, supporting organized capture of educational outcomes. Administered formative and summative assessments to evaluate learning outcomes and provide data-driven feedback for student improvement. • Developed assessment materials and maintained learning records for student progress tracking. • Used curriculum-aligned documentation to standardize learning data collection. • Provided feedback based on student performance results from tests. • Supported a classroom environment that encouraged practical technical innovation.

2022 - Present

Mobile Phone Diagnostic App | Developer (May 2024 – August 2024)

OtherDiagnosis

Developed a cross-platform diagnostic application to help identify hardware and software issues on mobile devices. Implemented diagnosis capabilities for battery health, connectivity, and storage status to generate structured diagnostic outputs. This supports creation of labeled diagnostic outcomes for troubleshooting workflows. • Produced diagnostic results for common device issues such as battery health and connectivity. • Supported structured reporting of device state across Android and iOS. • Used Flutter and Dart to implement the app logic for consistent diagnosis outputs. • Integrated Firebase-backed services to manage diagnostic data flows.

2024 - 2024

Online Mobile Census App | Lead Developer (April 2024 – July 2024)

OtherGeocoding

Engineered a GPS-integrated mobile application intended to collect census information from remote areas. Implemented offline storage with automatic cloud synchronization, enabling reliable capture and later processing of georeferenced records. The project workflow supports geocoding and geospatial dataset creation from field-collected coordinates. • Collected geolocation data via GPS for census records in remote locations. • Structured offline data capture and later synchronization to cloud systems. • Integrated SQL and Sybase for managing stored census datasets. • Supported dataset readiness for downstream analysis by maintaining consistent fields.

2024 - 2024

Education

Work History