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Franck Agohi-Oka

Franck Agohi-Oka

Data Manager Data Labeler and AI Trainer- Economic and Accounting Research Officer

France flagParis, France
$40.00/hrExpertInternal Proprietary ToolingOther

Key Skills

Software

Internal/Proprietary Tooling
Other

Top Subject Matter

Accounting/Economic Research
Wine Sector/Economic and Geospatial Analysis
Legal Services & Contract Review

Top Data Types

DocumentDocument
Computer Code ProgrammingComputer Code Programming
TextText

Top Task Types

ClassificationClassification
Data CollectionData Collection
Computer Programming/CodingComputer Programming/Coding
Evaluation/RatingEvaluation/Rating
RLHFRLHF
Text SummarizationText Summarization
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text GenerationText Generation
Object DetectionObject Detection
Entity (NER) ClassificationEntity (NER) Classification
Question AnsweringQuestion Answering
Fine-tuningFine-tuning

Freelancer Overview

I offer a strong combination of data analysis, quantitative reasoning, structured review, and quality-focused evaluation that fits well with AI training and data labeling projects. My background in economics, finance, mathematics, and data management has developed my ability to review outputs critically, apply annotation guidelines consistently, detect errors or inconsistencies, and deliver reliable, high-accuracy work across large task volumes. I am especially well suited for projects involving evaluation rating, analytical content review, code-related outputs, spreadsheet data, and structured decision-making tasks. Through my professional experience, I have worked extensively on data validation, consistency checks, reporting, and the analysis of complex datasets using Excel, Python, SQL, R, SAS, and Stata. This has strengthened my attention to detail, my discipline in following quality standards, and my ability to support model improvement through careful, structured, and reproducible evaluation work. I also bring native-level French, strong English proficiency, and a rigorous, dependable approach to remote project execution.

ExpertEnglishFrenchGerman

Labeling Experience

Data Manager - Economic and Accounting Research Officer

Document
Oversaw data validation, standardization, and quality control workflows for large accounting datasets as part of methodology-driven evaluation projects. Applied categorical and structured review for dataset management supporting decision-making and AI training readiness. Developed repeatable processes for data cleaning and documentation with a focus on accuracy and traceability. • Centralized, reviewed, and qualified data from multiple sources for analytical use. • Executed consistency checks and quality analysis on high-volume information. • Documented collection requirements for reproducible workflows. • Ensured clarity, confidentiality, and compliance through structured outputs.

Oversaw data validation, standardization, and quality control workflows for large accounting datasets as part of methodology-driven evaluation projects. Applied categorical and structured review for dataset management supporting decision-making and AI training readiness. Developed repeatable processes for data cleaning and documentation with a focus on accuracy and traceability. • Centralized, reviewed, and qualified data from multiple sources for analytical use. • Executed consistency checks and quality analysis on high-volume information. • Documented collection requirements for reproducible workflows. • Ensured clarity, confidentiality, and compliance through structured outputs.

2022 - Present

AI Trainer/Data Laber

Computer Code ProgrammingEvaluation Rating
Contributed to AI training and evaluation projects involving economics, finance, and mathematics-related tasks, with a focus on reviewing and rating computer code outputs and structured quantitative responses. Responsibilities included evaluating AI-generated Python, SQL, and spreadsheet-based solutions for correctness, relevance, completeness, consistency, and adherence to project guidelines. Performed annotation and rating tasks such as scoring output quality, identifying logical or computational errors, classifying issue types, comparing alternative responses, and flagging ambiguous or low-confidence cases for escalation. Worked on medium- to high-volume task batches under quality and turnaround requirements, while maintaining strong consistency across evaluations. Applied quality control measures including guideline calibration, self-review, structured validation checks, and feedback integration to support high annotation accuracy and reliable training data for model improvement.

Contributed to AI training and evaluation projects involving economics, finance, and mathematics-related tasks, with a focus on reviewing and rating computer code outputs and structured quantitative responses. Responsibilities included evaluating AI-generated Python, SQL, and spreadsheet-based solutions for correctness, relevance, completeness, consistency, and adherence to project guidelines. Performed annotation and rating tasks such as scoring output quality, identifying logical or computational errors, classifying issue types, comparing alternative responses, and flagging ambiguous or low-confidence cases for escalation. Worked on medium- to high-volume task batches under quality and turnaround requirements, while maintaining strong consistency across evaluations. Applied quality control measures including guideline calibration, self-review, structured validation checks, and feedback integration to support high annotation accuracy and reliable training data for model improvement.

2023 - 2026

Economic and GIS Research Officer

Classification
Processed, cleaned, and organized statistical and geospatial data to transform raw records into structured mapping and analytical outputs. Classified vineyard production data and carried out quality checks, facilitating AI-readiness for geospatial analysis tasks. Led a GIS-based annotation effort, ensuring accuracy and compliance with taxonomy standards. • Monitored data for coherence and analytic reliability. • Provided classification and organization for mapping and market monitoring. • Managed a GIS annotation project involving spatial data. • Supported analytical tools with consistent, traceable outputs.

Processed, cleaned, and organized statistical and geospatial data to transform raw records into structured mapping and analytical outputs. Classified vineyard production data and carried out quality checks, facilitating AI-readiness for geospatial analysis tasks. Led a GIS-based annotation effort, ensuring accuracy and compliance with taxonomy standards. • Monitored data for coherence and analytic reliability. • Provided classification and organization for mapping and market monitoring. • Managed a GIS annotation project involving spatial data. • Supported analytical tools with consistent, traceable outputs.

2019 - 2021

Education

S

Sciences Po Executive Education, Paris Institute of Political Studies

Certificate in Public Policy Evaluation, Public Policy Evaluation

Certificate in Public Policy Evaluation
2024 - 2024
U

University of Auvergne, School of Economics

Master of Science in Economics, Economics

Master of Science in Economics
2015 - 2017

Work History

F

France Compétences

Data Manager and Economic and Accounting Research Officer

Paris
2022 - Present
F

Financia Business School

Lecturer in Advanced Economics

Paris
2025 - 2026