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K

Kevin

Systems Architect & Finance Expert

USA flagCollege Park, Usa
$60.00/hrIntermediateSuperannotate

Key Skills

Software

SuperAnnotateSuperAnnotate

Top Subject Matter

Business and Computer Science (AI-tutoring/annotation simulation)
Document Management / Digital Filing for Accountancy
Workflow Automation

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Classification
Fine Tuning

Freelancer Overview

Business & Computer Science Tutor. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include systems architecture, finance, and multimodal training. . Education includes Bachelor of Science, University of Maryland, College Park. AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglish

Labeling Experience

Systems Architect & Automation Consultant (Data Structuring/Annotation Emphasis)

TextClassification
As a systems architect and automation consultant, I structured data sets specifically to support analytics and potential machine learning experimentation. This included creating detailed standard operating procedures with annotation-style clarity and well-documented definitions for later AI/data pipeline use. The work emphasized consistent data labeling, cleaning, and process annotation crucial to later machine learning applications. • Designed schemas and processes with annotation-ready specifications. • Developed clear SOPs for consistent data formatting and rules. • Integrated labeling standards for seamless analytics and AI training. • Leveraged multi-year experience in Excel and SQL for structured data annotation tasks.

As a systems architect and automation consultant, I structured data sets specifically to support analytics and potential machine learning experimentation. This included creating detailed standard operating procedures with annotation-style clarity and well-documented definitions for later AI/data pipeline use. The work emphasized consistent data labeling, cleaning, and process annotation crucial to later machine learning applications. • Designed schemas and processes with annotation-ready specifications. • Developed clear SOPs for consistent data formatting and rules. • Integrated labeling standards for seamless analytics and AI training. • Leveraged multi-year experience in Excel and SQL for structured data annotation tasks.

2026 - Present

Operations & Tax Support Assistant (Document Annotation Component)

TextClassification
In my operations support role, I routinely organized, named, and labeled digital documents using consistent annotation-style approaches. I applied rule-based systems to ensure precise categorization by year, client ID, and document type for fast retrieval and clarity. This reinforced best practices relevant to document annotation and structured data labeling workflows used in AI training tasks. • Incorporated data labeling methods into document management routines. • Applied detail-oriented organization for rule-based categorization. • Ensured accuracy and retrievability through consistent digital file annotation. • Reinforced annotation standards mirroring data labeling concepts for machine readability.

In my operations support role, I routinely organized, named, and labeled digital documents using consistent annotation-style approaches. I applied rule-based systems to ensure precise categorization by year, client ID, and document type for fast retrieval and clarity. This reinforced best practices relevant to document annotation and structured data labeling workflows used in AI training tasks. • Incorporated data labeling methods into document management routines. • Applied detail-oriented organization for rule-based categorization. • Ensured accuracy and retrievability through consistent digital file annotation. • Reinforced annotation standards mirroring data labeling concepts for machine readability.

2024 - 2025

Education

U

University of Maryland, College Park

Bachelor of Science, Information Systems

Bachelor of Science
2024

Work History

B

Bailah Homecare

Systems Architect and Automation Consultant

College Park
2026 - Present
M

Mendelson & Mendelson CPAs

Operations and Tax Support Assistant

Potomac
2024 - 2025