Full-Stack Software Engineer
& Enterprise AI Builder.
I work the way forward-deployed teams do: embed in an operation, isolate the real problem, and ship the production system.
Diagnostic Engineering in High-Stakes Operations
I build production software and enterprise AI systems for organizations with messy, high-stakes operational problems. The way I work is consistent, mapping closely to what forward-deployed engineering teams do: embed inside an operation, figure out what the problem actually is, then build and ship the system that solves it.
Often the real problem turns out to be operational or communication-shaped rather than technical, and part of the job is knowing the difference before anyone spends money on the wrong fix.
At Clune Construction, I build and own several of the firm's custom applications, brought in whenever an operational challenge calls for a tailored software solution in direct partnership with VPs and operational leads. Simultaneously, as founder of Kizer.ai, I develop vertical AI systems engineered to navigate unstructured, complex workflows without catastrophic hallucinations.
The Forward-Deployed Operating Matrix
How production-grade systems succeed in environments where failure has direct financial and physical consequences.
Diagnostic Pragmatism
Separating operational knots from genuine technical requirements before writing a single line of architecture. Preventing expensive buildouts for the wrong problems.
Enterprise Resilience
Architecting rock-solid backbones in ASP.NET Core, Python, and relational databases engineered for zero downtime, transactional integrity, and tight ERP integration.
Adoption & Change
Software only succeeds if operators actually rely on it. Partnering directly with project executives, estimators, and field teams to build tools that eliminate daily friction.
AI Grounded in Reality
Eliminating black-box hallucinations. Deploying deterministic RAG architectures and deep learning models designed to expand human agency rather than obscuring accountability.
Active Ventures & Enterprise Track Record
Founder @ Kizer.ai
Founded and lead product architecture for an applied vertical AI platform addressing high-friction knowledge synthesis and workflow coordination in complex, multi-stakeholder enterprise operations.
- Engineered specialized agentic pipelines and grounded document reasoning engines to process high-dimensional operational data, contracts, and field logs.
- Architected deterministic verification layers to prevent hallucinations in high-stakes scenarios where errors carry immediate financial and operational penalties.
- Drive full technical execution: ML model integration, retrieval pipelines, React interface design, and product roadmap.
Solutions Developer @ Clune Construction Company
Build and own multiple custom enterprise applications for a premier national commercial general contractor. Embedded directly with department heads to replace brittle spreadsheets and disconnected third-party software with high-throughput custom platforms.
- Directly collaborate with VPs and operational leads across Operations, Finance, and Marketing to identify core operational bottlenecks.
- Architect, deploy, and maintain production ASP.NET Core, React, and Python applications integrated with enterprise data backbones.
- Drive user adoption across national offices, ensuring custom tools are intuitively matched to field and office realities.
Senior Software Engineer @ ForYourParty.com
Engineered software systems bridging custom manufacturing and modern e-commerce infrastructure. Resolved critical bottlenecks in real-time personalization rendering and automated shop-floor job routing.
Founder & Principal Consultant @ Concept and Color
Technology consulting and venture incubation studio. Delivered custom production software, including deploying an end-to-end computer-vision quality inspection system directly onto an active factory floor.
Continental Philosophy & Technical AI Synthesis
A rigorous theoretical lens examining ontology, algorithmic agency, and organizational epistemology.
Philosophy, Art & Social Thought
The European Graduate School (EGS)
Data Science (AI Specialization)
Northwestern University
Artificial Intelligence
Udacity Institute of AI & Technology
Executive Business Administration
Quantic School of Business and Technology
Systems & Technical Capabilities
ASP.NET Core & C#
High-performance backend web APIs, microservices, authentication architectures, and scalable transactional pipelines.
Python & PyTorch
Deep learning architectures, computer vision pipelines deployed on live manufacturing floors, and applied model evaluation.
React & Modern Frontends
Responsive, dense web interfaces designed for low friction, high daily usage, real-time data feeds, and operational clarity.
Relational DBs & Enterprise ERPs
Schema architecture, indexing, transactional integrity, ERP system integration, and high-frequency analytical queries.
Kizer.ai & Agentic Workflows
Domain-specific agentic systems, deterministic RAG with strict factual grounding, and operational document processing.
ConTech & Industrial Operations
Deep operational fluency: estimating systems, subcontractor workflows, project management, ERP pipelines, and shop-floor logistics.
Connect on LinkedIn
The primary channel for professional dialogue, enterprise collaborations, speaking inquiries, and discussion around operational AI systems.