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Richard Ugah

Richard Ugah

Quality Assurance – LLM Training (Finance)

Nigeria flagLagos, Nigeria
$30.00/hrIntermediateMindriftMicro1Toloka

Key Skills

Software

MindriftMindrift
Micro1
TolokaToloka
V7 LabsV7 Labs
LabelboxLabelbox
Internal/Proprietary Tooling

Top Subject Matter

Financial Compliance & Risk Analysis
Accounting Standards
Valuation Domain Expertise

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Text GenerationText Generation
Bounding BoxBounding Box
Question AnsweringQuestion Answering
RLHFRLHF
Fine-tuningFine-tuning
Data CollectionData Collection
Function CallingFunction Calling

Freelancer Overview

Quality Assurance – LLM Training (Finance). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Ahmadu Bello University (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

IntermediateEnglishIgboYoruba

Labeling Experience

Quality Assurance – LLM Training (Finance)

Text
As a Quality Assurance Lead for LLM Training in finance, I supervise and evaluate annotated financial data for accuracy and compliance. My main tasks include advanced quality assurance review of AI model outputs and continual improvement of dataset integrity. I lead implementation of new QA protocols and collaborate with AI engineers to refine data pipelines. • Oversaw global annotator performance and ensured IFRS/GAAP compliance. • Reduced financial reasoning error rate by 35% through process improvements. • Conducted rigorous QA checks on LLM-generated finance outputs. • Strengthened model adaptability via collaboration with AI research teams.

As a Quality Assurance Lead for LLM Training in finance, I supervise and evaluate annotated financial data for accuracy and compliance. My main tasks include advanced quality assurance review of AI model outputs and continual improvement of dataset integrity. I lead implementation of new QA protocols and collaborate with AI engineers to refine data pipelines. • Oversaw global annotator performance and ensured IFRS/GAAP compliance. • Reduced financial reasoning error rate by 35% through process improvements. • Conducted rigorous QA checks on LLM-generated finance outputs. • Strengthened model adaptability via collaboration with AI research teams.

2025 - Present

Image Annotator

ImageBounding Box
I worked on image annotation tasks involving bounding box labeling using the Toloka platform. The project required identifying specific objects within images and accurately drawing bounding boxes around them based on detailed guidelines. Responsibilities included ensuring precise object detection, maintaining consistency in labeling, and adhering strictly to quality standards. The annotations were used to support the development of computer vision models for object detection and classification. I consistently followed project instructions, met quality benchmarks, and delivered tasks within required timelines.

I worked on image annotation tasks involving bounding box labeling using the Toloka platform. The project required identifying specific objects within images and accurately drawing bounding boxes around them based on detailed guidelines. Responsibilities included ensuring precise object detection, maintaining consistency in labeling, and adhering strictly to quality standards. The annotations were used to support the development of computer vision models for object detection and classification. I consistently followed project instructions, met quality benchmarks, and delivered tasks within required timelines.

2025 - 2026

LLM Finance Trainer

TextText Generation
As a Finance Trainer for LLMs, I created specialized financial training datasets across multiple domains. My responsibilities included evaluating LLM outputs and refining datasets for accuracy based on FMVA frameworks. Efforts contributed to decreased error rates and improved LLM usability for end users. • Generated expert-labeled datasets for valuation, forecasting, and accounting. • Assessed and refined AI-generated finance responses for accuracy and compliance. • Collaborated with AI teams to diagnose and correct financial reasoning errors. • Contributed finance domain expertise to enhance LLM application in corporate settings.

As a Finance Trainer for LLMs, I created specialized financial training datasets across multiple domains. My responsibilities included evaluating LLM outputs and refining datasets for accuracy based on FMVA frameworks. Efforts contributed to decreased error rates and improved LLM usability for end users. • Generated expert-labeled datasets for valuation, forecasting, and accounting. • Assessed and refined AI-generated finance responses for accuracy and compliance. • Collaborated with AI teams to diagnose and correct financial reasoning errors. • Contributed finance domain expertise to enhance LLM application in corporate settings.

2025 - 2025

Education

C

Corporate Finance Institute

Financial Modelling and Valuation Analyst, Finance

Financial Modelling and Valuation Analyst
2022 - 2022
A

Ahmadu Bello University

Bachelor of Science, Accounting

Bachelor of Science
2013 - 2017

Work History

T

Tel Cables Nigeria Limited

Financial Accountant and Finance Team Lead

Lagos
2025 - Present
K

Kkon Technologies Limited

Assistant Manager, Finance

Lagos
2022 - 2025