Harlen Y.

Key Skills

Software

Other

Top Subject Matter

Artificial intelligence system design and AI pipeline cognition frameworks

Financial analytics with AI assistance

Top Data Types

Image

Top Task Types

Data Collection

Function Calling

Freelancer Overview

Creator & Developer, Aiywin.ai (personal AI cognitive framework and operational-layer documentation). Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Data Collection and Function Calling.

Labeling Experience

AI Application Developer, Independent Project (AI Studio-based market indicator application)

OtherFunction Calling

Built an AI-assisted market indicator application that analyzes data and produces predictive financial indicators. The project involved integrating AI tooling to process inputs and generate outputs for downstream use. While the resume does not specify human annotation, the implementation reflects AI training/inference-oriented data handling through automated analysis. • Integrated an AI studio workflow for predictive indicator generation • Designed the application to analyze data inputs with AI • Developed predictive output logic for market indicator use • Prepared end-to-end automation for AI-driven analysis

2025 - Present

Creator & Developer, Aiywin.ai (personal AI cognitive framework and operational-layer documentation)

Data Collection

Created and documented a personal cognitive framework that describes how layers of AI systems operate and interact. This work supported later AI development by outlining the data and operational roles required for AI pipelines. The output primarily consisted of structured framework documentation and operational layer definitions. • Defined AI operational layers for cognitive framework development • Documented system-level responsibilities and workflow structure • Translated conceptual AI behavior into implementable guidance • Prepared framework artifacts intended to support downstream AI tool development

2024 - Present

Education

Work History