Professional impact, independent R&D, and open source.
Employer work is clearly separated from independent research and open-source experiments. The record spans AI transformation, agent platforms, document intelligence, DevSecOps, and local generative tooling.
● Catalog 2022 → 2026
14
projects shipped
$1.45M+
estimated annualized impact
5
categories
4
open source
agents llm · rag ml platform devsecops image-gen
filter
Showing 14 · all projects
Professional Impact
Employer work at ATA LLC and Lockheed Martin. Sanitized professional case studies; proprietary implementation details and customer-sensitive information have been omitted.
- 01 Company-Wide AI Adoption & Enablement ★ $250K+ estimated annual efficiency gains Company-wide adoption across engineering, QA, product, and leadership: onboarding, responsible-use policies, and practical agent-assisted workflows. Python · LLM · Nix 2025–26
- 02 Document Intelligence Platform ★ 90%+ extraction accuracy · selected workflows automated OCR, structured extraction, and retrieval workflows that eliminated manual processing for selected document classes. Python · Tesseract · AWS Textract 2026
- 03 AI-Assisted QA Automation 80% coverage · 50% fewer regression defects AI-assisted test generation and triage framework, owned end to end. Python · LLM · CI/CD 2026
- 04 Intelligent Form Classification ~40% mapping accuracy improvement Supervised ML models for form classification and field mapping across a long tail of document layouts. Python · Extra Trees · Label Studio 2026
- 05 Enterprise Automation & DevSecOps ◆ $1.2M/yr · −90% deploy time · $100K+/qtr Lockheed Martin: enterprise automation on a $500M program, image pipeline automation on active military systems, and Kubernetes resilience at scale. Terraform · K8s · Python · DevSecOps 2022–24
- 06 Enterprise DevSecOps Transformation ★ $1.2M estimated annual impact Lockheed Martin · $500M defense program. Seven-person team leadership and automation eliminating two weeks of manual effort per release cycle. Terraform · K8s · CI/CD 2022–24
- 07 Secure Image Approval & Deployment 90% deployment time reduction Automated image approval and deployment for active military systems with a strong audit trail. K8s · Python · Security 2023–24
Independent Research & Product Engineering
Independent product direction, architecture, and operational work.
- 01 Della + ExoBrain ◆ Custom agent · Judgment Kernel · 1700+ tests A fully custom autonomous AI agent built from scratch. Judgment Kernel architecture, cross-device context, skill runtime, proactive initiative system. Being extracted into an open-source platform. Python · FastAPI · LLM · NixOS 2026
- 02 BuildingRelay ◆ Live staging · AI case agent · dual-path LLM AI-assisted communication and case-management platform for building services. Email/SMS intake, CaseAgent with LLM/deterministic dual paths, safety-first defaults, approvals, and a React frontend. Python · FastAPI · React · PostgreSQL 2026
- 03 Autogration Up to 60% client efficiency gains Founded an AI automation consultancy. LLM-based career automation SaaS with subscription monetization, browser-automation integration. Python · LLM · SaaS 2025
Open Source & Technical Experiments
Public repositories and local-first experiments. See the Open Source page for maintenance details.
- 01 Image Generation Ecosystem ◆ Local creative stack · 3 repos · modular plugins WebbDuck, DNADuck, and DuckMotion — a modular local-first creative stack spanning SDXL image generation, face identity clustering, and Wan 2.2 image-to-video. Python · FastAPI · Diffusers · InsightFace 2026
- 02 WebbDuck ★ Local SDXL studio · queue-first GPU runtime Self-hosted SDXL image studio: text-to-image, img2img, inpaint, smart extend, upscaling, LoRA management, searchable local gallery. Python · FastAPI · Diffusers 2026
- 03 DNADuck ★ Identity pipeline · LoRA export Face identity clustering and LoRA dataset prep for local image libraries. Persistent state, review/merge workflows, LoRA-ready export. Python · FastAPI · InsightFace 2026
- 04 DuckMotion Local I2V plugin · staged jobs + gallery WebbDuck plugin for local image-to-video generation with Wan 2.2. Staged uploads, queued GPU jobs, runtime-compat handling, plugin-local gallery. Python · FastAPI · Diffusers 2026