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Ross KRK
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Ross K

@rossk

AI-native full-stack engineer modernizing .NET/SQL platforms with spec-driven delivery and production-grade reliability.

United States
Message

What I'm looking for

I’m looking for a team where I can own architecture and validation, modernize legacy .NET/SQL systems, and ship AI-native delivery with strong CI/CD, production debugging, and engineering ownership from spec to release.

I’m an AI-native full-stack software engineer with 14 years of production experience building and modernizing .NET/SQL business platforms. I focus on legacy modernization, CI/CD, production debugging, code review, background processing, and AWS/IIS operations—so features land safely and stay reliable.

In recent work, I built and published a live CRE document-intelligence product for Offering Memorandum PDFs (2026), owning specs, architecture, validation, deployment readiness, and product behavior. I implemented Claude-powered multi-pass extraction into PostgreSQL deal records, delivered RAG/semantic search with pgvector HNSW, and shipped secure authenticated workflows with org-scoped access controls—using AI-native, spec-driven agent-assisted workflows while retaining engineering ownership.

Experience

Work history, roles, and key accomplishments

LI

Senior Software Engineer

LightBox

Jul 2016 - Jan 2026 (9 years 6 months)

Full-stack engineer for RCM1.com, delivering features across deal administration and reporting for a platform serving 76K+ deals and $2.5T+ in transactions. Modernized TeamCity CI/CD and migrated Windows/IIS workloads to AWS EC2/RDS while fixing production incidents and refactoring legacy ASPX/ExtJS workflows with risk-averse releases.

Education

Degrees, certifications, and relevant coursework

CU

Coleman University

Associate of Science, Computer Information Systems

2010 - 2012

Earned an Associate of Science in Computer Information Systems at Coleman University from 2010 to 2012.

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