Gard O.

Key Skills

Software

Other

Top Subject Matter

Electricity theft detection (signal processing + machine learning)

Indigenous/medicinal plant knowledge retrieval (AI search + information retrieval)

AI-enabled educational content and interactive storytelling

Top Data Types

Computer Code Programming

Top Task Types

Fine-tuning

Data Collection

Classification

Freelancer Overview

Smart Wavelet-Based Electricity Theft Detection System (Capstone Project). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Masinde Muliro University of Science and Technology (MMUST) (2021). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Fine-tuning, Data Collection, and Evaluation.

Labeling Experience

DawaYetu – AI-Powered Indigenous Knowledge Platform (Founder & Developer)

OtherData Collection

Designed and developed an AI-powered knowledge/search platform requiring structured organization of informational data for downstream AI-assisted querying. Built retrieval-focused components that support locating and presenting relevant knowledge from a curated repository. Implemented an offline-first architecture intended to improve access and data usability in low-connectivity environments. • Organized structured knowledge repositories for AI-assisted querying. • Developed intelligent search and information retrieval features. • Created offline-first data access workflow for rural users. • Implemented system components in Python for AI-assisted knowledge use cases.

2024 - 2024

Smart Wavelet-Based Electricity Theft Detection System (Capstone Project)

Fine-tuning

Developed AI/ML solutions by building predictive models and integrating them with dashboards and embedded hardware to support decision-making tasks. Performed evaluation and iterative refinement of machine learning classifiers using engineering-style analytical workflows. Implemented end-to-end pipelines in Python for feature extraction, model training, and visualization outputs. • Built logistic regression classification using wavelet-based feature extraction. • Created Streamlit dashboards to visualize model results and system behavior. • Integrated embedded hardware with intelligent software components for real-time functionality. • Designed analytics tools to support model evaluation and performance inspection.

2024 - 2024

Heaveans Virtual Safaris (Founder & Developer)

Other

Built AI-enhanced platforms intended to evaluate and interpret user-relevant information within interactive educational and content experiences. Developed components that translate inputs into AI-assisted experiences using modern software workflows. Planned scalable web/mobile architecture to support broader delivery of the AI-driven content. • Designed AI-enhanced educational experiences using interactive storytelling. • Implemented digital platform features for immersive wildlife/culture learning. • Planned scalable distribution architecture for global audiences. • Coordinated product-focused development activities as founder.

2023 - 2023

Capstone Project Developer - Smart Wavelet-Based Electricity Theft Detection System

Classification

You built a real-time electricity theft detection system using machine learning for a capstone project. You used Discrete Wavelet Transform (DWT) for feature extraction and Logistic Regression for classification. You also developed Python analytics utilities and visualization dashboards and connected embedded hardware with intelligent software components. • Designed real-time theft detection with machine learning classification • Applied DWT for signal feature extraction • Built Logistic Regression models for classification • Developed Streamlit dashboards and integrated embedded hardware

2022 - 2022

Education

Work History