Brian W.

Key Skills

Software

No software listed

Top Subject Matter

Financial Systems

Regulatory Compliance & Risk Analysis

Regulatory Domain Expertise

Top Data Types

Text

Document

Top Task Types

Classification

Entity (NER) Classification

Freelancer Overview

AI Training & Evaluation Support – IFMIS Launch Project. Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Diploma in Computer Science, Chuka University (2013) and Certificate in Computer Science, Chuka University (2011). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Training & Evaluation Support – IFMIS Launch Project

Text

The IFMIS Launch project required validation of financial system outputs against compliance and regulatory requirements to ensure data integrity and accuracy. I performed cross-system data consistency checks and resolved discrepancies across integrated platforms. Additionally, I reviewed system outputs according to evaluation criteria, supporting audit readiness through structured documentation. • Conducted data integrity reviews across multiple financial modules • Logged validation activities and prepared compliance reports • Collaborated with teams to resolve data issues • Ensured compliance alignment and readiness for audits

2013 - 2014

Education

Work History