Collins Nyamote

Key Skills

Software

Labelbox

Other

Top Subject Matter

Computer Vision

Object Detection

Semantic Segmentation

Top Data Types

Image

Text

Audio

Top Task Types

Bounding Box

Transcription

Classification

Segmentation

Point/Key Point

Object Detection

Freelancer Overview

AI Data Specialist (Remote) | AI Innovation Lab. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, Internal, and Proprietary Tooling. Education includes Bachelor of Science, KCA University (2025). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Bounding Box, Evaluation, and Rating.

Labeling Experience

AI Data Specialist (Remote) | AI Innovation Lab

OtherAudioTranscription

I transcribed multilingual audio datasets, specifically Oromo and English, for use in AI and speech processing models. High accuracy and attention to linguistic details were essential. My transcriptions supported the development of robust speech-to-text algorithms. • Transcribed audio clips in Oromo and English for model training. • Ensured high accuracy and linguistic fidelity. • Worked with diverse and challenging audio datasets. • Provided transcripts to enhance speech recognition AI systems.

I transcribed multilingual audio datasets, specifically Oromo and English, for use in AI and speech processing models. High accuracy and attention to linguistic details were essential. My transcriptions supported the development of robust speech-to-text algorithms. • Transcribed audio clips in Oromo and English for model training. • Ensured high accuracy and linguistic fidelity. • Worked with diverse and challenging audio datasets. • Provided transcripts to enhance speech recognition AI systems.

2024 - Present

AI Data Specialist (Remote) | AI Innovation Lab

Text

I performed pairwise ranking of LLM responses for natural language processing training purposes. Using specialized comparison tools, I evaluated the quality and relevance of generated text outputs. My work contributed to ongoing improvements in large language model performance. • Ranked and evaluated LLM-generated responses in NLP tasks. • Focused on pairwise judgment and relative response quality. • Used internal/proprietary comparison software tools. • Assisted in fine-tuning models based on evaluation output.

I performed pairwise ranking of LLM responses for natural language processing training purposes. Using specialized comparison tools, I evaluated the quality and relevance of generated text outputs. My work contributed to ongoing improvements in large language model performance. • Ranked and evaluated LLM-generated responses in NLP tasks. • Focused on pairwise judgment and relative response quality. • Used internal/proprietary comparison software tools. • Assisted in fine-tuning models based on evaluation output.

2024 - Present

AI Data Specialist (Remote) | AI Innovation Lab

LabelboxImageBounding Box

I annotated large datasets for machine learning models focused on object detection and computer vision tasks. I utilized Labelbox and CVAT to apply bounding boxes and polygons to images. Quality assurance was implemented through pairwise comparisons to ensure annotation precision. • Labeled images for object detection using bounding boxes and polygons. • Conducted pairwise comparison for quality assurance of labeled data. • Used Labelbox and CVAT as primary annotation tools. • Ensured data met high standards for AI model training.

I annotated large datasets for machine learning models focused on object detection and computer vision tasks. I utilized Labelbox and CVAT to apply bounding boxes and polygons to images. Quality assurance was implemented through pairwise comparisons to ensure annotation precision. • Labeled images for object detection using bounding boxes and polygons. • Conducted pairwise comparison for quality assurance of labeled data. • Used Labelbox and CVAT as primary annotation tools. • Ensured data met high standards for AI model training.

2024 - Present

Education

Work History