NextJS

3 Projects

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.

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.

Florul

January, 2023 ~ January, 2023
Build your own bath box concept
  • Wrote importer of amazon products available as addons
  • Wrote runtime Price and Volume calculator to ensure users can get the most out of their box.
  • Wrote business rules into data schema and API calculators to offer shipping times for fresh flowers and perishable addons
  • Built die-box template calculator to measure box volumes based on selected materials, shapes, and necessary seam & fold thickness

Started: 2023-01-01

Launched/Lasted: 2023-01-01

Industries: Health, Wellness, Manufacturing, Lifestyle

Team: Samanta Amna Khalil: Graphic / UX Design / Photography & Product Development. E.A.Taylor: Full Stack Development.

Companies/Brands: Ruhral