AI EngineeringIn development
CodeForge Ultimate
A research-driven family of AI software engineering pipelines.
AI AgentsDeveloper ToolsSoftware Verification
INDEPENDENT AI & SOFTWARE ENGINEERING
Research-driven engineering.
Real-world impact.
I design, build, and evaluate intelligent software systems — from autonomous developer tools to document intelligence and human-centered applications.
● NM / RESEARCH LABEXPERIMENTAL SYSTEMS — 001
THE ENGINEERING LOOP
01
ExploreIdentify the problem
↗02
DesignEngineer the system
↗03
BuildDevelop the solution
↗04
ValidateTest what works
✓Concept illustration — not a live system
SELECTED WORKENGINEERING / RESEARCH / PRODUCTS
01 / PORTFOLIO
Selected projects.
Applied AI and software engineering, explored through real technical challenges.
Developer ToolsValidated prototype
Android App Builder
From written requirements to native Android builds.
AndroidKotlinAI Agents
Document IntelligenceValidated prototype
Read It / Listening Lab
Making documents easier to listen to and navigate.
AndroidAccessibilityDocument Processing
Digital HealthIn development
Reclaim Recovery
Human-centered digital recovery support.
React NativeFull-stackHuman-centered Design
02 / WHAT I WORK ON
Engineering across disciplines.
AI agents & orchestration
Exploring how planning, generation, evaluation, and verification connect into useful software workflows.
Document intelligence
Making complex text and scanned materials easier to search, understand, navigate, and use.
Software systems
Building native and full-stack applications with attention to reliability, architecture, and testing.
Independent research
Investigating difficult technical questions through experiments, documentation, and reproducible evidence.
03 / RESEARCH PRACTICE
Evidence over hype.
AI engineering demands more than polished demonstrations. This portfolio separates experimental goals from implemented behavior, documents technical tradeoffs, and links outcomes to verifiable evidence when available.
Explore the research libraryRESEARCH STANDARD / NM-01
01State the question
02Show the implementation
03Document the evidence
04Disclose the limitations
THE PERSON BEHIND THE WORK
Engineering, research, and the written word.
My work crosses software engineering, independent research, product development, and the craft of clear communication.