Building scalable platforms and AI-powered automation that help teams deliver impactful digital products. Expert in full-stack development with 8 years turning complex problems into elegant solutions.
A timeline of my career progression, key roles, and the technologies I've mastered along the way.
Clipboard Health
Architecture Owner for AI-driven document validation platform transforming manual SOP-based healthcare workflows. System processes ~1000 documents/day, achieving 70%+ automated approval rate with ~1% false-positive rate. Reshaped operational capacity by reducing manual dependency by 66%, enabling the organization to scale document throughput without linear headcount growth.
FoodReady
Redefined backend execution model from time-based scheduling to event-driven architecture, enabling asynchronous scalability and reducing cross-team coordination overhead.
FoodReady
Fullstack development for compliance and regulatory systems.
Deep dives into AI, automation, system architecture, and modern development practices.
Let's open a dusty 2,300-year-old book today, calmly, so I can show you that it contains an incredible compass for the future
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Concise outcomes across marketplaces, SaaS, and platform work — with tech stacks for quick scanning.
MedusaJS, Next.js, Supabase, secure auth, order flows, supplier dashboards
Launched a compliant B2B marketplace with secure authentication, end-to-end order flow, and supplier dashboards.
WordPress (LMS), SSO, knowledge base & docs portal
Centralized LMS with SSO and an integrated knowledge base/docs portal.
Supabase, RAG pipelines, GPT/Claude for retrieval and summarization
Implemented RAG pipelines over Supabase with LLM summarization to accelerate discovery and first drafts.
OpenAI/Grok, n8n workflows, Supabase; schema-based classification & scoring
AI-powered classification/scoring with automated routing over n8n and Supabase.
Supabase, n8n; AI-powered document intake, routing, and scanning
Built a self-serve portal for document intake, approval routing, and AI scanning.
Novu orchestration; push, email, SMS, in-app; user prefs & real-time tracking
Centralized orchestration with user preferences, channel failover, and real-time tracking.
Specialized in modern web development, AI automation, system architecture, and cloud technologies. Experienced across the full technology stack with focus on scalable, maintainable solutions.
Marcel Scognamiglio specializes in: TypeScript/JavaScript, Database & ORM, API & Contracts, Python, LLM Orchestration, Document Processing, Automation Tools, Evaluation, AWS, Infrastructure as Code, Observability, Tooling, System Design, Async Systems, Quality, UX & Design. Expert in full-stack development, AI automation, system architecture, event-driven systems, microservices, cloud computing, database design, frontend development, backend development, DevOps, and modern web technologies.
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