I'm Jason Hargrove, a forward-deployed AI engineer who builds production-grade AI systems close to real-world workflows. I focus on right-sized architectures—smaller models, structured data, verifiers, and selective frontier escalation—to reduce costs without sacrificing capability. I work across the stack and end-to-end, from agent infrastructure and data pipelines to evaluation loops and enterprise interfaces. I collaborate with teams to create durable, auditable systems for regulated environments and complex enterprise use cases. I partner with operators to turn messy workflows into reliable, scalable AI solutions. I've shipped real-time agent infrastructure, NLP pipelines, RAG/retrieval systems, and internal tooling, embedding alongside teams for the duration of engagements to deliver tangible leverage and measurable outcomes.

Jason Hargrove

I'm Jason Hargrove, a forward-deployed AI engineer who builds production-grade AI systems close to real-world workflows. I focus on right-sized architectures—smaller models, structured data, verifiers, and selective frontier escalation—to reduce costs without sacrificing capability. I work across the stack and end-to-end, from agent infrastructure and data pipelines to evaluation loops and enterprise interfaces. I collaborate with teams to create durable, auditable systems for regulated environments and complex enterprise use cases. I partner with operators to turn messy workflows into reliable, scalable AI solutions. I've shipped real-time agent infrastructure, NLP pipelines, RAG/retrieval systems, and internal tooling, embedding alongside teams for the duration of engagements to deliver tangible leverage and measurable outcomes.

Available to hire

I’m Jason Hargrove, a forward-deployed AI engineer who builds production-grade AI systems close to real-world workflows. I focus on right-sized architectures—smaller models, structured data, verifiers, and selective frontier escalation—to reduce costs without sacrificing capability. I work across the stack and end-to-end, from agent infrastructure and data pipelines to evaluation loops and enterprise interfaces. I collaborate with teams to create durable, auditable systems for regulated environments and complex enterprise use cases.

I partner with operators to turn messy workflows into reliable, scalable AI solutions. I’ve shipped real-time agent infrastructure, NLP pipelines, RAG/retrieval systems, and internal tooling, embedding alongside teams for the duration of engagements to deliver tangible leverage and measurable outcomes.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

Aragonese
Advanced

Work Experience

Forward-Deployed AI Engineer at Your Team Global
January 1, 2026 - January 1, 2029
Provided high-value, forward-deployed AI/engineering leadership: technical reviews, architecture validation with vendors, and hands-on delivery close to client workflows to drive impactful outcomes.
Principal AI Engineer · Founder at Konnektron
January 1, 2024 - Present
Built the agentic system behind Boops—autonomous agents in live Discord communities for real-time engagement and persistent identity; supported IP-licensing platform for creators and on-chain-backed records.
Principal Engineer · AI Researcher · Founder at Mainstream IP
January 1, 2021 - January 1, 2024
Built cross-platform agent infrastructure, NLP pipelines, and automation for enterprise/creator contexts; deployed real-time classification, agent tooling, and integration with on-chain records for leverage in creator ecosystems.
Senior Full-Stack Engineer · AI Systems Architect at Familiar AI Lab
January 1, 2016 - January 1, 2021
Led forward-deployed AI systems, built real-time chat classification, deployed production agents in workspaces, and designed training-data pipelines across FastText, Bayesian, neural, NER, and rule-based approaches.
Staff Software Engineer · Solution Architect at Aquent
January 1, 2016 - January 1, 2020
Engineered digital experiences and shaped v1 feature sets for high-profile clients, delivering frontend/backend solutions and leading architectural decisions across multiple projects.
Forward-Deployed Engineer · Software Architect at TAG Heuer
January 1, 2015 - January 1, 2016
Embedded with enterprise client teams to take products from zero to one—solution architecture, full-stack and front-end engineering, technical direction, and hands-on delivery through launches.
Front-End Engineer · Software Architect at Accenture
January 1, 2013 - January 1, 2015
Front-end engineering and software architecture across client engagements, delivering robust front-end solutions, technical leadership, and architectural guidance under high-stakes deadlines.
Forward-Deployed Engineer · Founding CEO · Founding Engineer at Aquent
January 1, 2013 - January 1, 2015
Led forward-deployed initiatives, founded and steered engineering efforts for media-distribution solutions, automated workflows, and scalable client delivery across remote engagements with enterprise clients.
Forward-Deployed AI Engineer at Mainstream Distribution
January 1, 2010 - January 1, 2014
Forward-deployed AI Engineer providing end-to-end AI/GenAI/ML engineering: production systems, architecture, data pipelines, RAG/LLM workflows, evaluation, deployment, and integration. Built reliable, auditable software for regulated environments, turning ambiguous requirements into working systems and pressure-testing architecture before tool deployment.

Education

Computer Systems (CST) at Northern Alberta Institute of Technology
January 11, 2030 - June 30, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Media & Entertainment, Education