Selected Work
Production AI systems, architectural foundations, and verifiable engineering deliverables designed under real-world constraints.
2026•AI Automation Engineer and Workflow Designer
A modularn n8n AI automation system connecting content generation, operational memory and publishing workflows.
A modular AI marketing automation system built with n8n, Groq, Supabase, Cloudinary and WordPress. The delivered newsletter workflow coordinated content input, AI drafting, media handling and publishing. Wider plans included social automation and retrieval-based content memory. Public details remain subject to client approval.
n8nGroqSupabasePostgreSQLWordPress REST APIBuffer APICloudinaryWebhooksREST APIsHostinger VPSAI Automation
2026•AI Product Engineer, Product Designer and System Architect
An AI-native portfolio designed as an inspectable product, combining managed content, agentic RAG, ML routing, evaluation and personalized voice.
An AI-native portfolio built as a working demonstration of AI Product Engineering. It combines a Next.js website and Sanity CMS with a planned RAG assistant, custom ML router, LangGraph orchestration, evaluation and personalized voice. The foundation and CMS are in progress, while the AI and voice layers will be added through later verified milestones.
Architecture Decisions
8 ADRs
CMS Content Types
11 schemas
Target Audiences
4 segments
Paid Overage Policy
0 paid-overage services permitted
Next.jsReactTypeScriptTailwind CSSSanityFastAPIPythonPostgreSQLNeonQdrantLangGraphLangSmithMLflowONNX RuntimeGroqWhisperDockerGitHub Actions CloudflareHugging Face SpacesOpenVoice V2
2025 - 2026•AI/ML Engineer, Full-Stack Developer and Product Designer; team project
An academic clinical decision-support prototype for analyzing paired stress and rest myocardial perfusion images.
An academic clinical decision-support prototype for analyzing paired stress and rest myocardial perfusion images. It compares three transfer-learning CNNs, combines their outputs through ensemble inference, generates structured reports and stores scan history. It is a research prototype, not a clinically validated medical device.
Source Dataset Size
1,448 MPI images
Training Dataset After Augmentation
~ 2,000 MPI images
CNN Architectures Evaluated
3 models
Coronary Territories Analyzed
3 territories
Next.js 15React 19TypeScriptTailwind CSSPythonFastAPITensorFlowKerasVGG16ResNet50V2DenseNet121NumPyPillowGroqLlama 3.3 70BSupabasePostgreSQLHugging Face SpacesDocker
2025•AI Engineer and Full-Stack Developer
A retrieval-based assistant for exploring legal documents through conversational questions, clause extraction and summaries.
A retrieval-based assistant for exploring contracts and legal documents through natural-language questions. It uses document chunking, embeddings, FAISS, LangChain and Groq to retrieve relevant context before generating summaries or answers. It is an educational prototype and does not provide legal advice.
PythonStreamlitFastAPILangChainFAISSGroqMixtralEmbeddingsRetrieval-Augmented Generation (RAG)
2024 - 2026•Senior Product Designer and Founding Designer; product strategy, research and delivery collaboration
A multi-stakeholder fintech platform that evolved from guided business formation into a white-label operating system for accounting firms.
A fintech platform that evolved from a guided business-formation product into a white-label SaaS system for accounting firms. As founding designer, I led product design across 500+ screens, 20+ services, client dashboards, firm administration, internal operations and super-admin experiences.
Product Screens Designed
500+ screens
Supported Business Services
20+ services
U.S. Jurisdictions Covered
52 states and territories
Primary User Groups
4 stakeholder groups
FigmaDesign SystemsUXPilotGoogle StitchInteractive PrototypingEnterprise SaaSMulti-Tenant Product DesignFintechProduct StrategyUser ResearchInformation Architecture