Haileleul Fiseha M.

Key Skills

Software

No software listed

Top Subject Matter

Waste Classification (Recycling/Sorting AI)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Audio

Text

Document

Top Task Types

Classification

Freelancer Overview

AI-Powered Waste Sorting Data Labeling & Model Training. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV. Education includes Bachelor of Science, Addis Ababa Science and Technology University (2025) and Certificate, ALX Ethiopia (2024). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

AI-Powered Waste Sorting Data Labeling & Model Training

ImageClassification

I developed a real-time waste classification system that involved training an AI model to identify and categorize waste items from images. The process required collecting, annotating, and labeling a custom dataset of over 6,500 images across multiple waste categories. I applied transfer learning techniques and evaluated model performance for accuracy improvements. • Collected and annotated images of waste types such as plastic, metal, and paper. • Used YOLOv4 models and OpenCV for object detection and image classification tasks. • Labeled and verified image data to improve model reliability. • Integrated labeled datasets into an embedded system optimized for Raspberry Pi deployments.

2024 - 2024

Education

Work History