Open to opportunities

BRYSON KYLE

@brysonkyle2

Message

Senior software engineer focused on AI evaluation and scalable full-stack systems.

United States

Message

What I'm looking for

I’m looking for a role where I can build scalable AI evaluation systems and distributed backend services, own API and data-pipeline performance, and improve model reliability through structured annotation and rigorous validation.

I’m a Senior Software Engineer and AI Evaluation Specialist who builds scalable full-stack applications, AI systems, and distributed backend services. I bring strong fundamentals in algorithms, system design, debugging, testing, database optimization, and performance optimization—so the software I ship is reliable under real production constraints.

Across roles at Handshake AI, Outlier AI, Scale AI, and IBM, I’ve designed REST APIs and backend services, optimized data pipelines, and supported model-serving and real-time processing. I also evaluate AI model outputs, contribute to prompt optimization and model reliability, and build structured workflows for annotation, validation, and human-in-the-loop evaluation.

Experience

Work history, roles, and key accomplishments

Current

Full-Stack / AI Engineer

Current

Handshake AI

Jan 2025 - Present (1 year 5 months)

Designed and deployed scalable backend systems supporting AI model evaluation workflows and distributed processing. Built RESTful APIs and full-stack applications in Python and Next.js, and evaluated model outputs to improve reliability through prompt optimization initiatives.

Python fastAPI Next.js PostgreSQL Redis REST APIs AI model evaluation System Design

Current

Full-Stack Software Engineer

Current

Outlier AI

Jan 2024 - Present (2 years 5 months)

Developed internal dashboards and evaluation tools for AI model assessment workflows, including grading and annotation systems. Implemented caching and optimized data processing performance using SQL databases and asynchronous workflows to support AI training and validation projects.

Next.js fastAPI PostgreSQL Redis Caching Asynchronous AI model evaluation Debugging Data Annotation

Software Engineer

Scale AI

Jan 2023 - Jan 2024 (1 year)

Engineered backend services and processing pipelines for large-scale AI data systems, improving distributed workflow efficiency. Supported AI model training infrastructure and software evaluation initiatives through debugging, optimization, and reliability-focused engineering.

Backend Engineering Workflow Optimization AI Training Software Evaluation Debugging Performance Optimization System Reliability

Machine Learning Engineer

IBM

Jan 2022 - Jan 2023 (1 year)

Developed and deployed NLP and machine learning applications in production, including APIs and scalable services for model serving and real-time processing. Improved AI pipeline reliability and performance using testing and optimization while working with structured datasets and cloud-based deployment workflows.

NLP Machine Learning Model Serving API Development Testing Data Pipelines Performance Optimization cloud deployment