Johnthon G.

Distributed AI Evaluation Platform (project)

N/A, Usa

Key Skills

Software

No software listed

Top Subject Matter

AI evaluation and assessment workflows

AI evaluation tools and dashboards

AI infrastructure data processing

Top Data Types

Text

Top Task Types

No task types listed

Freelancer Overview

Distributed AI Evaluation Platform (project). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Science, Portland State University (2026) and Bachelor of Science, Portland State University (2023). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Handshake AI — Senior Full-Stack / AI Engineer (2025 – Present)

Engineered and deployed backend services used to perform distributed AI evaluation workflows and high-throughput processing of model outputs. Built APIs and full-stack components to support AI assessment pipelines and reliability-focused infrastructure. Enhanced scalability and maintainability of services supporting evaluation activities across production environments. • Implemented asynchronous evaluation-oriented processing sequences • Developed production-grade APIs for AI assessment workflows • Optimized backend services for throughput and reliability • Coordinated architecture planning and technical reviews

2025 - Present

Outlier AI — Full-Stack Software Engineer (2024 – Present)

Developed scalable evaluation tools, dashboards, and backend services supporting AI assessment workflows. Designed asynchronous processing pipelines and improved database query efficiency to increase throughput for evaluation tasks. Implemented collaborative Git-based workflows and automated CI/CD deployment processes to support ongoing evaluation operations. • Built backend services for AI assessment workflows • Designed asynchronous processing pipelines • Streamlined database queries for improved throughput • Automated CI/CD deployment for evaluation tooling

2024 - Present

Scale AI — Software Engineer (2023 – 2024)

Engineered distributed backend services and high-volume data processing pipelines used to support AI infrastructure workloads. Expanded system scalability and optimized production process efficiency to handle large-scale AI data processing demands. Delivered improvements focused on stable, high-throughput operation for AI-related processing pipelines. • Built distributed backend services supporting AI infrastructure • Developed high-volume data processing pipelines • Optimized scalability and process efficiency • Supported production operation for AI infrastructure workloads

2023 - 2024

IBM — Machine Learning Engineer (2022 – 2023)

Created and released machine learning and NLP applications deployed in cloud-based production environments. Architected scalable APIs and backend services for analytics workflows and real-time computation systems. Supported production deployment of ML/NLP capabilities through scalable service design. • Delivered ML and NLP applications for production use • Designed scalable APIs and backend services • Enabled analytics workflows and real-time computation • Contributed to operational deployment of AI systems

2022 - 2023

Distributed AI Evaluation Platform (project)

Engineered a distributed AI evaluation platform to enable scalable evaluation system execution. Implemented backend processing using Python and FastAPI with persistent storage and caching components. Designed the platform to support distributed processing for AI evaluation workloads. • Built distributed AI evaluation services • Developed APIs using Python and FastAPI • Integrated PostgreSQL and Redis for persistence and caching • Enabled scalable distributed processing for evaluation

2020

Education

Portland State University

Master of Science, Software Engineering

Master of Science

2023 - 2026

Portland State University

Bachelor of Science, Software Engineering

Bachelor of Science

2019 - 2023

Work History

Handshake Ai

Senior Full-Stack / AI Engineer

N/A

2025 - Present

Outlier Ai

Full-Stack Software Engineer

N/A

2024 - Present