Victor

Key Skills

Software

Label Studio

Surge AI

Top Subject Matter

Multimedia Visual Content

Large Language Models (LLM)

Financial Documents/Data

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Classification

Freelancer Overview

Multimedia Dataset Annotation. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio, Surge AI, and Internal. Education includes Bachelor of Science, Covenant University (2016) and Secondary School Certificate, N/A (2010). AI-training focus includes data types such as Image, Text, and Document and labeling workflows including Object Detection, Evaluation, and Rating.

Labeling Experience

Multimedia Dataset Annotation

Label StudioImageObject Detection

I performed high-precision annotation for image and video datasets in a multimedia annotation project. My tasks included object detection, semantic segmentation, and attribute tagging for a variety of visual data. I coordinated with remote teams to maintain consistency and quality across labels. • Executed object detection and segmentation for diverse image and video inputs • Ensured high precision and quality standards in annotation results • Utilized annotation tools suitable for visual multimedia datasets • Contributed to dataset documentation and review processes

I performed high-precision annotation for image and video datasets in a multimedia annotation project. My tasks included object detection, semantic segmentation, and attribute tagging for a variety of visual data. I coordinated with remote teams to maintain consistency and quality across labels. • Executed object detection and segmentation for diverse image and video inputs • Ensured high precision and quality standards in annotation results • Utilized annotation tools suitable for visual multimedia datasets • Contributed to dataset documentation and review processes

2022 - Present

LLM Text Output Evaluation

Surge AIText

In a large language model (LLM) project, I evaluated and ranked AI-generated text outputs. My responsibilities involved assessing factual correctness, logical flow, and adherence to safety guidelines. The goal was to improve model accuracy and reinforce ethical outputs. • Rated and ranked texts for logic, factuality, and safety • Collaborated with team members to ensure consistent evaluation criteria • Provided feedback to model development teams • Worked across multiple LLM-generated text formats

In a large language model (LLM) project, I evaluated and ranked AI-generated text outputs. My responsibilities involved assessing factual correctness, logical flow, and adherence to safety guidelines. The goal was to improve model accuracy and reinforce ethical outputs. • Rated and ranked texts for logic, factuality, and safety • Collaborated with team members to ensure consistent evaluation criteria • Provided feedback to model development teams • Worked across multiple LLM-generated text formats

2023 - 2024

Financial Data Structuring and Annotation

DocumentClassification

I developed a workflow for structuring financial data by converting unstructured documents into clean, machine-readable formats. The project included classifying key fields in loan applications and financial records. My efforts helped support downstream financial analytics and modeling. • Identified and extracted essential data fields from loan documents • Applied classification techniques to standardize financial data • Enhanced data readiness for machine learning use cases • Improved document handling efficiency and accuracy

I developed a workflow for structuring financial data by converting unstructured documents into clean, machine-readable formats. The project included classifying key fields in loan applications and financial records. My efforts helped support downstream financial analytics and modeling. • Identified and extracted essential data fields from loan documents • Applied classification techniques to standardize financial data • Enhanced data readiness for machine learning use cases • Improved document handling efficiency and accuracy

2021 - 2022

Education

Work History