JPJay Patel
01About02Experience03Projects04Skills05Education06Contact

Open to AI engineering & full-stack roles · Canada

Jay Patel

AI Engineer building agentic AI & LLM apps — multi-agent systems, RAG, evals — on a full-stack foundation of TypeScript, React & Node.js.

AI Engineer building agentic AI and LLM applications — multi-agent systems, RAG, and eval-driven quality — on top of a full-stack foundation in TypeScript, React, and Node.js. Most recently took a construction-management AI assistant from a single-prompt call to a shipped multi-agent system on Mastra and the Vercel AI SDK. 3+ years shipping production web apps, plus a Master of Science in Information Technology from Concordia University (Dec 2025). Open to AI engineering and full-stack roles across Canada.

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Multi-Agent
AI systems shipped to production
3+
Years building production apps
MSc
Information Technology, 2025
01

About

I'm an AI engineer based in Canada, building agentic AI and LLM applications on top of 3+ years shipping production web apps across freelance, internship, and full-time roles.

Lately I work on multi-agent systems, RAG, cost-aware model routing, and human-in-the-loop tooling with the Vercel AI SDK and Mastra — and I hold quality with golden-set evals and per-turn tracing. It's all grounded in a strong full-stack foundation: TypeScript, React, Next.js, Node.js and NestJS.

I recently completed an MSc in Information Technology at Concordia University and I'm open to AI engineering and full-stack opportunities across Canada.

Core competencies
  • Agentic AI & Multi-Agent Systems
  • LLM Apps & RAG
  • AI SDK (Vercel) & Mastra
  • Evals & LLM Observability
  • TypeScript
  • React & Next.js
  • Node.js & NestJS
  • Full-Stack Web Development
LocationCanada
AvailabilityOpen to roles
FocusAgentic AI · Full-stack
02

Experience

  1. Full Stack / AI Engineer (Contract)

    Apr 2026 — Present

    Scale Dev·Edmonton, AB · Remote

    • Owned an AI product surface end-to-end for a construction-management (AEC) platform, taking the assistant from a single-prompt LLM call to a shipped multi-agent system on Mastra and the Vercel AI SDK (Next.js, TypeScript).
    • Designed multi-agent routing: a cheap classification step analyzes each query, a router delegates to dedicated per-module agents (punch list, observations, site logs, notes, settings), fans out across modules when a question spans several, and synthesizes one streamed answer.
    • Optimized LLM interactions and retrieval with RAG-style grounding over project documentation, tuning for accuracy, latency, and cost together.
    • Implemented cost-aware model tiering that routes queries to nano / mini / frontier models by complexity — with a hard rule that writes never run on the cheapest tier — cutting cost per query without sacrificing accuracy on hard, multi-module questions.
    • Built human-in-the-loop writes: the model proposes mutations rather than executing them, streaming a tool call the UI renders as a confirm card so nothing changes without explicit user approval.
    • Built a golden-set evaluation harness (routing accuracy, refusal safety, tool selection, agent dispatch) that runs against live models, plus per-turn tracing of latency, tokens, and model mix — catching regressions before users hit them.
    • Shipped behind feature flags alongside the existing assistant, with zero disruption to the live product.

  2. Technical Documentation & DevOps Intern

    Sep 2025 — Dec 2025

    Colabmacs·Canada · Remote

    • Consolidated fragmented documentation into a modular system using Markdown and VuePress, improving developer onboarding and knowledge accessibility.
    • Assisted the DevOps team with CI/CD pipeline tasks using Jenkins and Ruby-based tooling.
    • Collaborated across engineering teams to document infrastructure, deployment processes, and system architecture.

  3. Freelance Full Stack Developer

    Sep 2023 — Aug 2025

    Self-Employed·Canada · Remote

    • Developed and optimized full-stack web applications for diverse clients using React.js, Next.js, Node.js, and AWS.
    • Integrated Stripe and third-party REST APIs to deliver end-to-end e-commerce and SaaS solutions.
    • Managed client requirements, timelines, and deployment pipelines independently over 2+ years of engagements.
    • Built SEO-optimized frontends paired with scalable backend architectures on AWS (S3, Lambda, EC2).

  4. Software Developer

    May 2022 — Aug 2023

    RadicalRack Technologies·Ahmedabad, India · On-site

    • Designed and developed front-end modules for client-facing web products using JavaScript, React.js, and CSS.
    • Collaborated with cross-functional teams to translate business requirements into technical specifications.
    • Improved application performance through component optimization and refactoring, reducing page load times.

  5. Software Developer Intern

    Jan 2022 — May 2022

    RadicalRack Technologies·Ahmedabad, India · On-site

    • Built front-end components using JavaScript and the .NET Framework under senior developer mentorship.
    • Contributed to internal tools and delivered software features within sprint timelines in an agile workflow.
03

Selected Work

7 projects
01
  • Next.js 16 (App Router)
  • React 19
  • TypeScript
  • TanStack Query
  • Tailwind CSS
  • Supabase
  • Ably (realtime)
  • Leaflet
  • i18next

Construction Field & Punch-List Management Platform

Real-time, offline-first platform for construction field teams.

Built a web platform for construction teams to manage punch lists, field observations, floor-plan markups, and site logs across multiple projects. The app supports real-time collaboration, offline-first data capture on job sites, and deep-linked notifications, with a Figma-driven design system for pixel-perfect, fully internationalized UI.

Key contributions
  • Led development of the punch and observations modules, delivering end-to-end workflows for creating, assigning, and tracking field items with optimistic updates.
  • Implemented an offline-first architecture using IndexedDB so field crews can capture data without connectivity and sync seamlessly when back online.
  • Engineered interactive floor-plan markups with Leaflet and a pin-based annotation system tied to punch items.
  • Integrated real-time updates via Ably and reliable notification deep-links that open detail panels directly.
  • Enforced a Figma-first design token system and full i18n coverage across every user-facing string.
02
  • TypeScript
  • Bun
  • Hono
  • Drizzle ORM
  • PostgreSQL
  • Turborepo
  • Better Auth
  • Docker

Self-Hosted Image Optimization Platform

A local-first alternative to imgix / Cloudinary.

Built a self-hosted image optimization platform (a local alternative to imgix/Cloudinary) that lets users upload images, queue asynchronous transformations, store renditions, and serve them with caching. The system gives teams full control over their media pipeline without relying on third-party services.

Key contributions
  • Architected a monorepo with Turborepo, separating the shared database layer (@repo/db) from the Hono-based API for clean, reusable boundaries.
  • Implemented dual-mode authentication with Better Auth, supporting both session cookies and API keys through a single unified guard.
  • Designed a type-safe domain model (Product → Media → Variation) using Drizzle ORM with schema-driven migrations as the single source of truth.
  • Built self-documenting REST endpoints with @hono/zod-openapi, serving an OpenAPI 3.1 spec rendered through Scalar at /docs.
  • Containerized the full stack with Docker Compose, orchestrating database, migrations, and API startup for one-command local deployment.
03
  • React.js
  • NestJS
  • MongoDB
  • Material UI
  • JWT
  • Stripe

WebBluprints — Digital Template Marketplace

Full-stack marketplace for premium website templates.

Built a full-stack web platform where users can explore, filter, preview, and download website templates. The application supports user authentication, dashboard management, and secure access to digital assets, with Stripe integrated for handling premium template purchases.

Key contributions
  • Developed secure user authentication using JWT in both frontend and backend, enabling personalized access and session management.
  • Designed and implemented dynamic template search and filters (category, tags, tech stack) for an enhanced user experience.
  • Integrated Stripe for secure payment processing, enabling monetization of premium templates.
04
  • Next.js
  • NestJS
  • PostgreSQL
  • Material UI
  • GraphQL

B2B Finance Web Application

Finance platform streamlining B2B operations.

Built a specialized B2B finance application aimed at streamlining financial operations between businesses. The project demonstrates advanced knowledge of financial systems and backend development.

Key contributions
  • Developed core financial transaction modules, improving operational efficiency for B2B clients.
  • Built the backend architecture using NestJS and PostgreSQL, ensuring high performance and scalability.
  • Collaborated closely with stakeholders to tailor the platform to specific business needs.
05
  • React.js
  • Bootstrap
  • .NET Core
  • MySQL

Community-Driven Job Portal

Domain-specific job, events, and industry platform.

Developed a platform offering job listings, events, projects, and industry updates tailored to user profiles. This project highlights skills in building customizable user experiences and handling large-scale data.

Key contributions
  • Led the development of the job module, delivering end-to-end functionality for job postings and applications.
  • Ensured a responsive and mobile-friendly design with Bootstrap.
  • Implemented personalized content delivery based on user profile data, improving user engagement.
06
  • React.js
  • Material UI
  • .NET Core API
  • MySQL

Payment Solutions System

FSA/HSA-eligible e-commerce payment solution.

Created an e-commerce payment solution for platforms selling FSA/HSA eligible items. This system allows merchants to offer refund capabilities and flexible payment solutions to their customers.

Key contributions
  • Engineered refund functionality for specific clients, increasing merchant satisfaction.
  • Designed user interfaces with Material UI, making the platform user-friendly and visually appealing.
  • Integrated the .NET Core API with MySQL to ensure efficient and secure data handling.
07
  • React.js
  • Firebase
  • Ant Design

QUIZEE — Online Multiplayer Quiz Game

Real-time multiplayer quiz with private rooms.

Developed a web-based multiplayer quiz game that allows users to compete in real-time. The game includes a built-in chat function and a private room feature, enabling friends to play together.

Key contributions
  • Implemented real-time communication with Firebase, improving player engagement.
  • Designed an intuitive user interface using Ant Design, enhancing the overall user experience.
  • Developed private room functionality for custom games, adding a personalized touch.
04

Skills

01AI / LLM
  • Vercel AI SDK
  • Mastra
  • Multi-Agent Systems
  • RAG
  • LLM Evals
  • Prompt Engineering
  • Model Routing & Tiering
  • Tool Calling
  • LLM Observability & Tracing
02Languages
  • TypeScript
  • JavaScript
  • Python
  • Ruby
  • HTML5
  • CSS3
03Frontend
  • React.js
  • Next.js
  • Tailwind CSS
  • Redux
  • Bootstrap
  • jQuery
04Backend
  • Node.js
  • Express.js
  • NestJS
  • REST APIs
  • GraphQL
  • .NET Framework
05Databases
  • MongoDB
  • PostgreSQL
  • MySQL
06Cloud & DevOps
  • AWS (S3, Lambda, EC2)
  • Cloudflare / CDN
  • Jenkins
  • CI/CD
  • Docker
07Tools
  • Git
  • GitHub
  • Figma
  • Jira
  • Markdown
  • VuePress
  • Stripe
  • Firebase
08Concepts
  • Agentic AI
  • Full-Stack Development
  • System Design
  • Agile/Scrum
  • Technical Documentation
05

Education

Aug 2024 — Dec 2025

Master of Science, Information Technology

Concordia University

Canada

Coursework — Database Management Systems, Software Engineering, Cloud Computing.

Jul 2018 — Jul 2022

Bachelor of Technology, Computer Engineering

Ganpat University

Gujarat, India

Coursework — Data Structures, DBMS, Object-Oriented Programming, Software Development.

06

Contact

Currently open to roles

Let's build something
worth shipping.

info.jayworks@gmail.com