Ross K
@rossk
AI-native full-stack engineer modernizing .NET/SQL platforms with spec-driven delivery and production-grade reliability.
What I'm looking for
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
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
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
codecrete.devJob categories
Skills
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