Vercel

2 Projects
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MatchBear.ai

August, 2025 ~ Present
Match Bear (matchbear.ai) is an AI job-market companion: conversational search that goes beyond keyword matching to surface roles aligned with your strengths, goals, and story - so you spend less time on listings that do not fit.
  • Designed AI orchestration pipelines that classify intent, gather context, trigger synchronous and asynchronous LLM/retrieval calls, and stream results over a single persistent connection via event-based messaging.
  • Built secure and seamless guest-to-user conversion: anonymous chat history and uploads persist into the registered account when a visitor signs up.
  • Delivered a CMS with QA and annotation tools to review application flows, empowering non-technical team members to QA, annotate LLM responses, and monitor token usage per chat intents.
  • Supported team vibe-coders to turn prototypes into production-ready features.

matchbear.ai

Vercel NextJS TypeScript Tailwind CSS PostgreSQL pgvector Stripe PostHog Playwright Framer Motion Radix UI Material-UI Zod OpenAI

Started: 2025-08-01

Industries: Career Services, Recruiting, Artificial Intelligence, SaaS

Team: E.A.Taylor: Design, Front-End, Back-End, Business Development. Matt (Hawk) Knight: Business Developer & Expert Vibe Coder. Maria Denna: Product Development

Companies/Brands: Taylor Made Traffic, Match Bear

Talk 2 Make

May, 2024 ~ July, 2024
Product and marketing site for Talk 2 Make — a production SaaS for Make.com blueprint analysis and AI Q&A.
  • Independently owned product discovery, system design, implementation, and deployment across frontend, API layer, database, third-party APIs, and billing.
  • Solo-built and deployed Talk 2 Make, a production SaaS for Make.com blueprint analysis and AI, in about two months of spare time.
  • Shipped a Next.js 15 (App Router) + React 19 + TypeScript + Tailwind stack on Vercel, with route groups separating public and authenticated experiences.
  • Modeled and migrated a PostgreSQL schema with Prisma: users, OAuth, projects, blueprints, prompt history, team memberships, subscriptions, and pgvector embeddings.
  • Implemented Auth.js flows - Google OAuth, email verification, magic links, password reset, and guest usage with server-enforced limits.
  • Integrated OpenAI (assistant threads per user, streaming) and blueprint JSON context with token budgeting and compression for large scenarios.
  • Built embeddings chunking, storage, and vector search in Postgres to support retrieval-style features alongside direct context.
  • Connected Make.com API import, uploads/bulk flows, and supporting blueprint APIs (e.g. summarize/resync patterns in the codebase).
  • Added Stripe checkout, portal, verification, and webhooks with subscription-aware team limits; used Vercel Blob for file storage.
  • Used Docker Compose for local Postgres, Prisma migrations for schema changes, and security-oriented headers in Vercel config.

talk2make.com

Vercel NextJS Material-UI Auth.js Docker Make.com OpenAI pgvector PostgreSQL Prisma ReactJS Stripe Tailwind CSS TypeScript

Started: 2024-05-01

Launched/Lasted: 2024-07-01

Industries: Automation

Team: E.A.Taylor: Design, Front-End, Back-End, Business Development.

Companies/Brands: Taylor Made Traffic, The Best Notary