John Rembold
Product Management Consultant at Bold Enterprises
Nashville-Davidson, Tennessee, United States
Summary
👤
Senior🎓
Top SchoolJohn Rembold is a product management consultant and AI product manager with 10+ years building enterprise software and bootstrapped businesses across agriculture, healthcare, and tech. He specializes in taking 0→1 products from requirements to launch, and now focuses on pushing LLMs to the edge using Rust, WasmEdge/LlamaEdge, HAMI and custom benchmarking frameworks. He blends hands-on engineering—building LLM platforms, LangChain/RAG systems, and AI-native CI workflows—with strategic product leadership that has driven 99%+ uptime automation portfolios and a virtual contact center with 95% CSAT. Equally comfortable in startup chaos and enterprise structures, he has a rare track record of turning a failing farm into its most profitable season in 40 years while shipping cloud and SaaS products. He’s actively exploring agentic systems, graphRAG, and edge inference optimization for teams delivering AI infrastructure and extreme LLM deployment constraints.
10 years of coding experience
12 years of employment as a software developer
Bachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at Tennessee State UniversityBachelor of Science - BS, Organizational Communication, Bachelor of Science - BS, Organizational Communication at Middle Tennessee State University (MTSU)A.A.S., Networking and Cybersecurity, A.A.S., Networking and Cybersecurity at Lake Superior College
Spanish, Chinese, Czech
Github Skills (24)
git10
github10
ai10
devtools7
mastodon7
docker7
serverless6
realtime-database6
database6
activitypub6
graph-database6
sql5
document-database5
pixelfed5
addin4
Programming languages (6)
Github contributions (5)
jbold/cabin-gap-finder
Feb 2026 - Feb 2026
Contributions:23 PRs, 37 pushes, 14 branches in 16 days
jbold/test-project
Jul 2025 - Jul 2025
Contributions:16 PRs, 12 pushes, 9 branches in 2 days
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