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Aaron Bakare

@aaronbakare

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AI Evaluation Specialist improving LLM performance through rigorous response evaluation and structured feedback.

Portugal

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What I'm looking for

I’m looking to support teams refining LLMs through structured evaluation and evidence-based feedback, with reliable data validation work. I thrive in remote, quality-driven environments where clear guidelines and continuous improvement are valued.

I’m an AI Evaluation Specialist and analytical data professional focused on improving large language model (LLM) performance through response evaluation, comparative analysis, and structured feedback. I evaluate outputs for clarity, logical coherence, factual accuracy, tone, and safety—while surfacing inconsistencies, unsupported claims, reasoning gaps, biases, and model weaknesses.

In my current freelance role in Portugal (FEB 2025–PRESENT), I apply structured review criteria and evaluation guidelines to identify logical inconsistencies and risk-relevant patterns. I provide detailed, evidence-based feedback that supports system refinement and more reliable results.

Before that, I worked as a Business Intelligent Analyst at VividX (APR 2023–DEC 2024), analyzing financial and operational datasets to uncover trends and anomalies. I cleaned and validated datasets using advanced Excel functions (VLOOKUP, INDEX, MATCH), strengthening data accuracy and quality control before reporting.

Earlier in my career, I supported compliance-focused logistics and travel documentation at Biggy01 Travels & Tours Limited (Aug 2021–Dec 2022) and led independent research as a Market Analyst & Digital Researcher (Jan 2016–Jun 2021). Across roles, my approach centers on research validation, guideline adherence, and analytical problem-solving in remote, quality-driven environments.

Experience

Work history, roles, and key accomplishments

Current

AI Evaluation Specialist

Current

Freelance

Feb 2025 - Present (1 year 4 months)

Evaluate AI-generated outputs for clarity, logical coherence, and factual accuracy using structured review criteria. Identify inconsistencies, unsupported claims, and reasoning gaps, and provide evidence-based feedback to improve system performance.

LLM Output Evaluation Comparative Response Analysis Prompt Interpretation Instruction Adherence Review Hallucination Detection Factual Accuracy Validation

Business Intelligence Analyst

VividX

Apr 2023 - Dec 2024 (1 year 8 months)

Analyze financial and operational datasets to identify inconsistencies, logical gaps, and performance trends to support structured decision-making. Clean and validate data using advanced Excel functions and detect anomalies to strengthen data integrity and quality control.

Data Analysis Data Validation Data Cleaning Anomaly Detection Logical Reasoning Data Integrity Reporting

Logistics & Travel Consultant

Biggy01 Travels & Tours Limited

Aug 2021 - Dec 2022 (1 year 4 months)

Verify complex documentation under strict regulatory and compliance standards using structured validation processes. Ensure high data accuracy prior to logistics and travel-related reporting and workflow use.

Regulatory Compliance Attention To Detail Risk Aware Review Technical Documentation Review Quality Control

Market Analyst & Digital Researcher

Independent

Jan 2016 - Jun 2021 (5 years 5 months)

Analyze structured datasets to identify trends and inconsistencies, supporting clear interpretation of findings. Conduct independent research and fact verification to improve reliability of sourced information.

Market Analysis Data Analysis Verification Trend Analysis

Education

Degrees, certifications, and relevant coursework

Universidade do Algarve

Master of Science, Occupational Health and Safety

2024 -

Activities and societies: Risk assessment, systems analysis, structured evaluation frameworks, evidence-based reporting.

Pursuing a Master of Science in Occupational Health and Safety, focusing on risk assessment, systems analysis, and evidence-based reporting within structured evaluation frameworks.

Federal University of Technology Akure

Bachelor of Technology, Transport Management Technology

2008 - 2014

Activities and societies: Technical systems analysis, operations management, structured problem-solving.

Completed a Bachelor of Technology in Transport Management Technology, with coursework focused on technical systems analysis, operations management, and structured problem-solving.