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ashton.aschenbrener

Proof

Receipts, mapped to projects.

Five capability areas. Every item is something I've built and shipped. No hand-waving, no hypotheticals.

Frontend

App routing, responsive UI, accessible components

  • ›Next.js app routing (App Router, server actions, route handlers)
  • ›Responsive UI with Tailwind and accessible primitives
  • ›Project dashboards with loading, empty, and error states
  • ›Animated transitions with Framer Motion (intentional, not decorative)

Backend

API routes, Postgres schemas, validation at every boundary

  • ›API routes and server actions
  • ›Postgres schemas with foreign keys and event tables
  • ›Server-side validation (zod-style) at every boundary
  • ›Webhook intake with signature verification + replay

AI systems

RAG pipelines, agent loops, structured output schemas

  • ›RAG pipelines (semantic + graph hybrid)
  • ›Agent workflows with plan → tool → verify loops
  • ›Tool orchestration with structured output schemas
  • ›Eval harnesses with pass / partial / fail bookkeeping

Data

Knowledge graphs, vector stores, structured evidence logs

  • ›Knowledge graphs and ontology design
  • ›Vector + relational hybrid stores
  • ›Per-step retrieval traces
  • ›Structured evidence logs per match

Operations

Verification commands, failure handling, deployment notes

  • ›Verification commands documented per project
  • ›Failure handling per pipeline stage
  • ›Deployment notes (Vercel, env, build)
  • ›Logging and audit records preserved across actions

Where to see it

Each skill, mapped to a project.

Browse the full portfolio — every project ships with architecture docs, eval cases, and a verification checklist.

agentic · marketplace · evals · fullstack · ops

Agent Skill Marketplace

Portfolio-grade marketplace for discovering, sandbox-testing, evaluating, versioning, and exporting portable AI agent skills (SKILL.md).

agentic · rag · fullstack

GhostSSH

Agentic job application system that scrapes candidate profiles, normalizes unstructured data, and scores role fit through traceable, evidence-based reasoning.

rag · knowledge-graph

ICT Knowledge Engine

Ontology-driven knowledge engine for financial concepts — combines semantic search with graph-based exploration and source-cited answers.

evals · ai-qa · fullstack

EvalBench

Cross-provider AI evaluation platform that runs test suites, scores outputs against custom assertions, and surfaces regressions automatically.

fullstack · data · ops

SignalForge

Data import and validation platform — CSV upload, schema profile validation, deduplication, and quality analytics.

fullstack · ops

Aqentix

Multi-location inventory intelligence concept with reorder workflows, trend visualization, and integration-ready data modeling.

backend · reliability

Webhook Replay Lab

Backend reliability tool for receiving webhook events, storing payloads, replaying failed deliveries, and tracking retry history.

rag · graph · edu

Campus Compass

Campus information assistant with semantic course search, source-aware retrieval, and prerequisite graph navigation.

agentic · fullstack · ops

Agent Skill Registry

A comprehensive Universal AI Skill Lab—a centralized registry, builder, console, and runtime for developing portable, versioned, and auditable AI agent capabilities.