Full-stack engineer

Talha Amir

Full-stack engineer building production React & Next.js products with LLM integrations — RAG, MCP, and AI agents — from MVP to scale.

Focused on LLM integrations

Seven-plus years shipping React, Next.js, and Node.js products — integrating the OpenAI API, Google Gemini, and Anthropic Claude into real features: streaming, RAG, tool and function calling, MCP (Model Context Protocol), and AI agents, plus automations that wire tools, data, and teams together. I take products from MVP to scale and own delivery end-to-end — frontend architecture, APIs, databases, performance, and accessibility.

0+ years
Shipping production software
0+ products
From MVP to scale
0 teams
Across startups & studios

Multi-model AI, in production. One product, integrated across three model providers — streaming, tool use, and RAG.

Multi-model routingLive
  • OpenAI · GPT11msok
  • Google · Gemini9msok
  • Anthropic · Claude14msok
3 model providersStreaming · Tool use · RAG

Stack

  • React
  • Next.js
  • TypeScript
  • Node.js
  • PostgreSQL
  • OpenAI
  • Google Gemini
  • Anthropic Claude
  • LangChain
  • LlamaIndex
  • Tailwind CSS
  • Supabase
  • AWS Amplify
  • n8n
  • Solana
  • Thirdweb
  • Vercel
  • MongoDB
  • Express

idx/02Experience

Where I've shipped

Seven-plus years across startups and studios — ownership from architecture through launch.

  1. Jul 2024 — Present

    Remote · Boca Raton, FL

    AI full-stack engineer · chainfuelz

    Scaled a no-code Web3 platform from concept to live product. Shipped branded wallet infrastructure, multi-model AI tooling (OpenAI, Gemini, Claude), workflow automations, and the full token ecosystem flow end-to-end.

    Next.js · Node.js · MongoDB · Tailwind · OpenAI · Google Gemini · Anthropic Claude · AWS Amplify

  2. Jul 2023 — Jul 2024

    Remote

    Lead frontend engineer · chainfuelz

    Architected the entire frontend from scratch. Delivered a full-featured Web3 platform with AI-powered tooling, LLM API integrations, automations, multi-dashboard architecture, and seamless wallet connectivity.

    React · OpenAI · Google Gemini · Tailwind · Thirdweb · AWS Amplify

  3. Nov 2019 — Jul 2023

    Lewes, DE · Hybrid

    Senior frontend engineer · Off53c LLC

    Led frontend development for MVPs, SaaS platforms, and enterprise tools. Architected high-performance interfaces using React, Next.js, and advanced frontend libraries.

    React · Next.js · Material UI · Redux

  4. Oct 2019 — Mar 2020

    Remote

    Frontend developer · WBM International

    Led frontend modernization across 5+ retail platforms. Migrated legacy stacks to React, Next.js, Redux, and Tailwind — boosting performance and dev velocity.

    React · Next.js · Redux · Tailwind · PWAs

idx/03Services

What I do

React & Next.js product engineering and production LLM integration — shipped end-to-end from architecture through deployment.

  • Product engineering

    Full-stack React & Next.js products from architecture to deployment — App Router frontends, Node.js APIs, and the database layer between them. Fast, accessible, and SEO-ready, from MVP to scale.

    • React & Next.js (App Router, SSR)
    • MVP to scale
    • Performance & accessibility
  • LLM integration & automations

    Production LLM features on the OpenAI API, Google Gemini, and Anthropic Claude — RAG pipelines with LangChain, LangGraph, and LlamaIndex, MCP tools, and AI agents — plus workflow automations that connect APIs, data, and internal tools.

    • RAG & MCP
    • AI agents & tool use
    • Workflow automations
  • Web3 systems

    Wallet flows, token tooling, and on-chain integrations on Solana and Thirdweb — hidden complexity, visible results.

    • Wallet UX
    • Multi-chain
    • Smart contract UI

idx/04Skills

Technical background

Tools and platforms used in production environments.

Frontend

Interfaces that feel fast and intentional

React · Next.js · TypeScript · Tailwind v4 · Motion

AI

Multi-model LLM integration and workflow automations

OpenAI GPT · Google Gemini · Anthropic Claude · LangChain · LangGraph · LlamaIndex · RAG · MCP · AI agents · n8n

Backend

Reliable APIs and data layers

Node.js · PostgreSQL · Supabase · MongoDB

Web3

On-chain products without noisy UX

Solana · Thirdweb · Wallets

Tooling

Delivery, quality, and cloud deployment

Vercel · AWS Amplify · CI/CD · Vitest · Git

idx/05About

Building software that holds up

Full-stack engineer specializing in React, Next.js, and production LLM integration — working remotely with teams in the US and Europe.

For seven-plus years I've built production web applications — the kind that real users open every day, with deadlines, growth targets, and operational realities behind them. I architect React and Next.js frontends, design the Node.js APIs they talk to, and ship them fast and accessible: Core Web Vitals, semantic HTML, and SEO handled as engineering, not afterthoughts.

A major part of that work is LLM integration. I ship features on the OpenAI API, Google Gemini, and Anthropic Claude — streaming responses, structured outputs, RAG pipelines with LangChain, LangGraph, and LlamaIndex, MCP (Model Context Protocol) tools, and AI agents — plus automations that wire LLMs into CRMs, dashboards, webhooks, and scheduled jobs so teams spend less time on repetitive work.

I take products from MVP to scale — and bring pragmatic Web3 fluency when a product needs it: wallet integration and on-chain flows on Solana and Thirdweb.

Working principles

  1. End-to-end ownership

    I take features from research and architecture to deployment. No handoff gaps.

  2. Calm interfaces

    Software should reduce stress, not add to it. Clear hierarchy, restrained motion, real performance.

  3. Multi-model AI in production

    OpenAI GPT, Google Gemini, and Anthropic Claude — integrated with streaming, tool use, RAG, MCP, and agent workflows that hold up under real load.

  4. Pragmatic Web3

    Solana and Thirdweb. I treat chains as infrastructure: useful when they fit, invisible when they don't.

idx/06Process

From brief to production

A predictable delivery rhythm — clear checkpoints, no surprises at launch.

  1. 01

    Discover

    Understand the problem, constraints, and what success looks like before writing code.

  2. 02

    Architect

    Design the system — data models, API contracts, component structure, and deployment path.

  3. 03

    Build

    Ship iteratively with clean PRs, real tests, and performance kept in view from day one.

  4. 04

    Deliver

    Hand off documented, monitored systems — and stay available through launch and beyond.

The best software disappears into the workflow reliable enough to forget, polished enough to trust.

How I think about every project

idx/07Contact

Contact

For roles, projects, or technical questions — email with scope, stack, and timeline.