Swag B.

Key Skills

Software

Other

Top Subject Matter

Autonomous vehicle / computer vision

LLM alignment / NLP

Data quality assurance for corporate registries

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

RLHF

Freelancer Overview

Freelance Data Annotator & AI Trainer. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Egerton University (2024) and Professional Certificate, Coursera (2024). AI-training focus includes data types such as Image, Text, and Document and labeling workflows including Bounding Box, RLHF, and Evaluation.

Labeling Experience

Freelance Data Annotator & AI Trainer

OtherTextRLHF

Freelance Data Annotator & AI Trainer performing text annotation for LLM alignment workflows using RLHF-style data classification. Labeled text categories for improving model behavior while adhering to strict taxonomy and quality requirements. Reduced ambiguity by capturing and documenting edge cases for cross-functional teams. • Conducted text classification annotations for LLM alignment datasets (RLHF). • Followed complex, evolving project taxonomy guidelines during labeling. • Identified and documented edge cases to improve label consistency. • Hit 98.5%+ quality audit scores under tight deadlines.

2025 - Present

Freelance Data Annotator & AI Trainer

OtherImageBounding Box

Freelance Data Annotator & AI Trainer supporting labeling for autonomous-vehicle style datasets with 2D/3D bounding boxes. Completed large-scale annotation work while following evolving project taxonomy and quality standards. Achieved high quality audit results through edge-case identification and guideline compliance. • Labeled bounding boxes for autonomous vehicle dataset components. • Performed continuous auditing and gold-standard verification against labeling guidelines. • Collaborated with international project managers to document and resolve label ambiguity. • Maintained weekly volume targets while ensuring data integrity and confidentiality.

2025 - Present

Data Entry and Quality Assurance Clerk (Internship)

OtherDocument

Data Entry and Quality Assurance Clerk supporting data cleanup and verification for large-scale corporate registries. While the role was primarily quality-oriented, the work involved systematic checking for duplicates and formatting consistency. Ensured compliance with data privacy regulations during sensitive data handling. • Cleaned and formatted large digital registries. • Verified records by removing duplicates and correcting formatting inconsistencies. • Used Excel techniques (e.g., VLOOKUP and Pivot Tables) to structure messy raw data. • Maintained 100% adherence to data privacy and security protocols during verification.

2024 - 2024

Education

Work History