Markquin V.

Key Skills

Software

Labelbox

Top Subject Matter

Accounting and Financial Services

Credit and Risk Analysis

Regulatory Compliance & Risk Analysis

Top Data Types

Document

Text

Top Task Types

Classification

Text Generation

Text Summarization

Data Collection

Object Detection

Entity (NER) Classification

Question Answering

Evaluation/Rating

Freelancer Overview

Relationship Manager in Contract Review, Compliance, and Legal Research. Brings 14+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Education includes Bachelor of Economics, Namibia University of Science and Technology. Well suited for text-focused AI training, including legal document review, compliance annotation, and rubric-based quality evaluation.

Labeling Experience

Financial Statement Analysis Annotation for AI Decision Models

TextEvaluation/Rating

Participated in a financial analysis annotation project focused on training AI models to interpret and analyze company financial statements and business performance data. The project involved labeling structured and unstructured financial information from balance sheets, income statements, cash flow reports, bank statements, and management accounts. Tasks performed included: Extraction and annotation of key financial metrics such as revenue, expenses, EBITDA, assets, liabilities, and profit margins Classification of financial health indicators and business performance trends Identification and tagging of risk indicators and liquidity concerns Validation of OCR-extracted financial data Financial ratio categorization and data consistency checks Review and correction of mislabeled financial records

2025 - 2025

Agricultural Image Annotation for Crop Monitoring AI

ImageClassification

Contributed to an agricultural AI dataset focused on crop health monitoring and farm management optimization. The project involved annotating agricultural images collected from farms, drones, and mobile devices to support machine learning models used for crop detection, disease identification, and field analysis. Tasks performed included: Bounding box annotation for crops, farming equipment, and irrigation systems Image classification of healthy vs diseased crops Segmentation of farming areas and crop zones Weed and pest identification labeling Image quality validation and dataset organization Consistency reviews and annotation corrections

2025 - 2025

Financial Document Annotation for AI Risk Detection

TextClassification

Worked on a financial AI training dataset focused on risk detection, transaction classification, and compliance monitoring. The project involved labeling and validating large volumes of banking and financial documents including transaction records, customer communication logs, invoices, account information, and compliance-related documents. Tasks performed included: Named Entity Recognition (NER) for customer names, account numbers, transaction references, locations, and institutions Transaction categorization and fraud-risk tagging Sentiment and intent labeling for customer interactions OCR text correction and validation Data cleaning and consistency checks Annotation quality review and guideline adherence

2025 - 2025

Education

Work History