Amanda Biwoye

Key Skills

Software

Telus

AWS SageMaker

Lionbridge

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Classification

Freelancer Overview

I am an experienced AI trainer and data annotation specialist with over six years of deep domain expertise in legal, compliance, business, and finance content. My background as a Harvard-trained lawyer, certified forensic auditor, and governance advisor enables me to deliver highly accurate, structured, and evidence-based evaluations for AI-generated outputs. I have hands-on experience crafting precise prompts, annotating and classifying complex text data, and providing expert human feedback for RLHF tasks, particularly within legal, regulatory, and business domains. I have built and deployed AI-powered compliance tools, stress-tested outputs for logical consistency and policy adherence, and contributed to high-stakes projects for Fortune 500 companies and leading startups. My work is grounded in real-world standards, ensuring that every data labeling and evaluation task I undertake meets the highest quality and factual integrity benchmarks.

Labeling Experience

Governance and Compliance Advisor (MTN Uganda Foundation, Fortune 500)

Aws SagemakerTextClassification

Reviewed, classified, and evaluated governance and compliance documentation at institutional scale for a Fortune 500 organisation. Produced startup compliance assessments and ensured zero classification or factual errors in all outputs. Upheld the highest continental documentation quality standards in support of AI training and compliance automation. • Institutional compliance and governance document classification • Assessed legal and regulatory submissions for AI training • Maintained Fortune 500 accuracy benchmarks • Supported process automation and regulatory data QA

Reviewed, classified, and evaluated governance and compliance documentation at institutional scale for a Fortune 500 organisation. Produced startup compliance assessments and ensured zero classification or factual errors in all outputs. Upheld the highest continental documentation quality standards in support of AI training and compliance automation. • Institutional compliance and governance document classification • Assessed legal and regulatory submissions for AI training • Maintained Fortune 500 accuracy benchmarks • Supported process automation and regulatory data QA

2023 - 2024

Founder and Principal Advisor (NexQora, Compliance and Governance Advisory)

TelusTextClassification

Daily annotated, classified, and evaluated complex legal, compliance, financial, and governance documents for 20+ organisations. Applied expert knowledge to resolve ambiguity and deliver audit-ready, consistently accurate labels supporting real-world AI projects. Designed and deployed LLM-powered tools requiring prompt design, output evaluation, and structured content classification. • Text classification and annotation for regulatory, legal, and finance documents • AI tool prompt design and evaluation • Consistent 100% accuracy in high-stakes compliance settings • Annotation training for multidisciplinary teams

Daily annotated, classified, and evaluated complex legal, compliance, financial, and governance documents for 20+ organisations. Applied expert knowledge to resolve ambiguity and deliver audit-ready, consistently accurate labels supporting real-world AI projects. Designed and deployed LLM-powered tools requiring prompt design, output evaluation, and structured content classification. • Text classification and annotation for regulatory, legal, and finance documents • AI tool prompt design and evaluation • Consistent 100% accuracy in high-stakes compliance settings • Annotation training for multidisciplinary teams

2022

Co-Founder and Compliance Lead (Smart Maps, Technology Startup)

LionbridgeTextClassification

Developed and labelled all compliance, legal, and governance documents for a technology startup. Designed and applied content annotation frameworks integrated with AI-assisted and LLM-based operations. Ensured zero classification or compliance errors while enabling scalable AI workflows. • AI-driven content classification for compliance and operations • Designed annotation workflows for LLM tool integration • Created structured data documentation for business functions • Risk-free labelling of regulatory and legal documentation

Developed and labelled all compliance, legal, and governance documents for a technology startup. Designed and applied content annotation frameworks integrated with AI-assisted and LLM-based operations. Ensured zero classification or compliance errors while enabling scalable AI workflows. • AI-driven content classification for compliance and operations • Designed annotation workflows for LLM tool integration • Created structured data documentation for business functions • Risk-free labelling of regulatory and legal documentation

2021

Education

Work History