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Carlton Johnson

@carltonjohnson2

Senior AI Software Engineer at Coval who built agent evaluation and reliability systems with auditable release gates.

United States
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At Coval, I built an AI evaluation platform with Python and TypeScript services and Next.js surfaces. I created golden conversations, calibrated rubrics, and enforced agreement gates that model and prompt releases could not bypass.

I used LangGraph and LangChain to simulate agent scenarios, testing tool use, interruptions, and recovery. I also developed adversarial task suites and converted recurring failures into default graders.

At Constellation Energy, I built retrieval-grounded assistants over tariffs, procedures, and regulatory filings, and created an outage-triage evaluation suite for model selection. I also established model governance and lifecycle documentation in a regulated operator environment.

At Microsoft, I built forecasting and risk models and developed sequential testing and variance-reduction features for the ExP experimentation platform. Earlier at AT&T, I built subscriber and network-performance reporting and automated Python workflows for analyst data.

Experience

Work history, roles, and key accomplishments

CO

Senior Software Engineer

Coval

Apr 2025 - Oct 2026 (1 year 6 months)

Built the evidence program in Python and TypeScript, designing golden conversations and calibrated rubrics with an inter-rater agreement gate. Developed simulated agent scenarios and adversarial task suites, and owned evidence packets for EU AI Act conformity.

CE

Senior Software Engineer, AI

Constellation Energy

Aug 2023 - Mar 2025 (1 year 7 months)

Built production services in Python and TypeScript under FERC- and NERC-regulated constraints. Designed retrieval-grounded assistants (RAG) over tariff sheets and procedures, and established a model governance framework.

AT&T logoAT

Software / Data Analyst

Jul 2016 - Jun 2018 (1 year 11 months)

Built subscriber and network-performance reporting, owned SQL warehouse extracts and reconciliation checks. Prototyped a churn-signal report and automated recurring Python workflows.

Education

Degrees, certifications, and relevant coursework

Texas Tech University logoTU

Texas Tech University

Bachelor of Science, Computer Science

2012 - 2016

Bachelor of Science in Computer Science from Texas Tech University, completed in 2016.

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