Kenneth W. Bingham

Kenneth W. Bingham

AI Systems Architect · Senior Software Engineer

Kaysville, UT · Available for full-time employment · Open to remote

Summary

Ten-plus-year senior engineer who designs and ships AI systems whose behavior is provable, not hoped-for. I build directive frameworks that hold against drift, agent loops that route by logic gates and minimal-surface decision boundaries, and full-stack platforms I own end-to-end — from manifold compiler to nginx config. Recent focus: AI systems architecture, deterministic agent design, and dimensional / manifold programming.

As personal portfolio work, I have designed and built complete production-grade platforms end-to-end — KensGames.com, TTLRecall.com, DimensionalProgramming.com, ButterflyFX.us — alongside multiple open-source projects on GitHub (kenbin64). These are demonstrations of skill, not commercial products or services for sale.

I also publish technical writing on Substack (@kbingh) covering AI architecture, dimensional computing, and system design.

Download Resume (PDF)

What I Optimize For

  • Maximum quality per dollar of AI spend. Route by regex pre-filter, truth-table constraints, decision-tree shortcuts, and a Schwarz-D minimal-surface boundary so frontier credits go only where frontier reasoning is required.
  • Determinism over fluency. Schema-validated outputs, retry budgets, verifier ensembles — LLMs never return free text to the next stage.
  • Ancestry-preserving systems. No destructive updates; every state is traceable through its lineage on the underlying manifold.
  • Sovereign over rented. I own the VPS, the deploy pipeline, the data model, the directive doctrine. Vendor portability is a first-class requirement.

Core Technical Skills

AI & Agents

  • Directive engineering, agent loops, evaluation harnesses, tool-use design
  • Retrieval-augmented generation, AWS Bedrock Knowledge Bases
  • Vector search (OpenSearch, Pinecone, Milvus, local bge)
  • Multi-model routing across Claude, GPT, Gemini, Llama, Copilot
  • Non-drifting, non-hallucinating behavior frameworks

Languages

  • Java 8 / 11 / 17
  • C# / .NET 6 / ASP.NET Core
  • Python 3
  • TypeScript / JavaScript (ES2022+)
  • SQL · Bash · PowerShell

Backend

  • Spring Boot, Quarkus
  • REST APIs, microservices, backend optimization
  • HL7, FHIR healthcare data workflows
  • Python ETL pipelines, automated content extraction
  • Deterministic state engines, SQLite-backed record layers

Frontend / 3D

  • Angular, React, TypeScript
  • Three.js, WebGL, WebGPU
  • Interactive 3D, minimal-surface visualization
  • SVG instrumentation and lightweight rendering pipelines

Cloud / DevOps

  • GitHub Actions, Azure Pipelines, CI/CD
  • Docker, Kubernetes, OpenShift
  • Linux (Ubuntu) administration, Bash scripting
  • NGINX, PM2, SSL, domain routing, VPS hosting end-to-end
  • Amazon S3 document pipelines and vector prep

Data

  • SQL Server, Oracle, MySQL, Postgres, SQLite
  • MarkLogic, document & vector stores
  • Schema design, indexing, query optimization

Security / Compliance

  • Mission-critical DoD systems
  • Healthcare HL7 / FHIR workflows
  • Financial-data parsing and secure authentication workflows
  • On-machine LLM routing for PII

Experience — Last 10 Years

Software Developer — DTSI Apr 2024 – Present · Hill Air Force Base

Strengthened mission-critical Air Force systems using Java, .NET, SQL Server, and secure DevOps practices. Modernized legacy workflows and improved backend reliability.

Software Developer — Humana Feb 2022 – Feb 2024 · Remote

Enhanced large-scale healthcare platforms using .NET 6, Azure Pipelines, HL7/FHIR, and SQL optimization. Automated deployments and expanded Python-based ETL and Linux administration.

Software Developer — Systems Implementers Apr 2021 – Dec 2021 · Hill AFB

Developed Java/Spring Boot applications for aircraft maintenance and asset tracking. Improved backend APIs and integrated with military workflows.

Software Developer — Gwinnett County School District Feb 2020 – Aug 2020 · GA

Built automated testing frameworks using Java and Selenium WebDriver. Improved QA workflows and test automation coverage.

Software Developer — Norfolk Southern Railroad Aug 2019 – Jan 2020 · Atlanta, GA

Improved locomotive optimization systems using Java and JavaScript. Worked with real-time data processing and legacy modernization.

Software Developer — Finicity (via STG) Nov 2017 – Aug 2018 · Murray, UT

Developed Java-based financial data extraction tools. Strengthened API integration, secure data handling, and parsing workflows.

Java Programmer — Wex Feb 2017 – Sep 2017 · Ogden, UT

Built enterprise web portals and document management workflows. Worked with Oracle, Spring, and enterprise messaging systems.

Java Programmer — CUProdigy Apr 2015 – Feb 2017 · UT

Developed secure banking applications using Java, Spring, Hibernate, and MySQL. Strengthened authentication workflows and backend reliability.

Personal Portfolio Projects

The following are personal portfolio sites I built end-to-end to demonstrate the skills listed above. None are commercial products, businesses, or services for sale.

Designer & Sole Developer — DimensionalProgramming.com. A technical writeup site presenting dimensional programming as a discipline, including the breath-verb algebra and the deploy pipeline.

Designer & Sole Developer — ButterflyFX.us. This site — an extended portfolio exploring geometric computing, dimensional programming, and AI system behavior.

Designer & Sole Developer — KensGames.com. A 3D game portfolio piece with deterministic simulation, real-time rendering, and stateless computation: backend logic, rendering pipelines, authentication, deployment, and long-term upkeep.

Designer & Sole Developer — TTLRecall.com. Built and deployed two complete mock business platforms in ~30 minutes using AI-accelerated workflows. Demonstrates speed, precision, and architectural clarity.

Education

B.S. Computer Science & Software Engineering