Available for remote roles · Lahore, Pakistan

I build LLM agents that ship to production.

I'm Amir Shahzad Hashmi, an AI engineer. I design agentic LLM systems, evaluation infrastructure and workflow automation, plus the FastAPI, Node.js and React applications around them. Currently building AI support automation for Nexar.

See my work Get in touch CV
  • 5+years shipping
  • 11open source projects
  • 7production systems

Selected work

Systems that run in production.

All case studies

Client systems I designed and built end to end. Most code is private, so each case study walks through the problem, the design and the outcome.

01 Nexar

AI invoice processing, PDF to ERP

Invoices read by an AI model against a strict schema, routed for one-click approval in Slack, and synced into the ERP with an append-only audit log. 95%+ first-pass accuracy, in daily use.

PythonFastAPINext.jsPostgreSQLGoogle GeminiSlack API
Case study
02 Nexar

AI support agent that escalates

A two-tier agent on the Anthropic API: a fast model routes, a larger model reasons only when needed, answers are grounded in real help content, and clear rules hand off to a person.

PythonAnthropic API (Claude)Vector search
Case study
03 Nexar

One tool for orders and refunds

A central internal operations app connecting the store, help desk and fulfilment provider. Cancellations and refunds run from one screen with permission checks and a BigQuery audit log.

PythonFastAPIReact
Case study
04 Nexar

Subscription refund automation

Automated refund flows for whole-invoice, partial and line-item refunds on the Recurly API. Every refund is validated against the live invoice before any money moves.

PythonRecurly APIWebhooks
Case study
05 Client project

n8n lead generation system

A scheduled n8n workflow that finds and enriches leads, scores and tags each one with an AI step, drops them into the CRM and notifies the team. Hands-off, every day.

n8nOpenAI APICRM API
Case study
07

AI-powered workforce analytics dashboard

A dashboard that turns workforce data for 500+ employees into performance patterns and retention signals using LLM-driven analysis.

PythonLLM-driven analysisDashboard UI
Case study

Open source

Things I build in the open.

All projects

Activity and stars are read live from GitHub when the page loads.

01 Featured

Atelier V2 (Agent Studio)

A studio for defining AI agents as data, running them in Docker sandboxes, and letting a supervisor agent plan, review and ship work to GitHub with minimal human input.

Python 3.12FastAPISQLAlchemyLiteLLMLangGraphOpenHandsMCP

On GitHub

02 GitHub

NEXUS: AI decision simulator

Simulate a business decision before you make it. Five agents plan, research, run a digital twin and a Monte Carlo simulation, then critique the result; a human approves. lablab.ai × AMD hackathon.

PythonFastAPINext.jsPostgreSQL
03 GitHub

OCR for plates and signs on AMD

A vision-language model served from a Docker container on AMD ROCm, reading US and Chinese licence plates and road signs from real photos. 22/22 on real photos, under 1 second per image on an MI300X.

PythonPyTorchTransformersQwen2.5-VL
04 GitHub

Atelier

An orchestration platform that turns a one-paragraph product description into requirements, tasks, code, tests and reviewed pull requests.

PythonFastAPIOpenAI APIAlembic
05 GitHub

AgentRewind

Record, inspect and replay agent runs so you can debug one bad decision without rerunning the whole thing.

Python SDKFastAPIReact

Experience

Five years, three chapters.

From freelance WordPress to full-stack MERN work to AI systems in production.

More about me

  1. Sep 2025 → Present

    Software Engineer (AI, Automation & Web Development)

    Coders Alley · Full-time, remote. Client: Nexar.

    • Design and build Python back-end services and automation workflows that integrate Shopify, Intercom, Recurly and Fulfillrite through their APIs, replacing manual, cross-platform support and operations processes.
    • Develop scalable back-end and front-end components in Python (FastAPI) and JavaScript (React), including internal tooling that gives support agents a single interface for back-end operations across systems.
    • Ship AI-powered support automation and generative AI features into production, built on the Anthropic API with native tool calling rather than third-party orchestration frameworks.

  2. Jul 2021 → Aug 2025

    MERN Stack Developer

    Independent and local clients

    • Built and deployed full-stack web applications for local clients with MongoDB, Express, React and Node.js.
    • Designed database schemas and back-end APIs, plus Firebase authentication and real-time features over WebSockets.
    • Delivered workflow automation with n8n and Zapier alongside client projects.

  3. Jun 2017 → Jun 2019

    Freelance WordPress Developer

    Freelancer.com.pk

    • Developed and customized responsive WordPress sites for clients: theme customization, plugin integration and performance optimization.

Freelance

Need something built, fast?

I take fixed-scope projects through PeoplePerHour and Freelancer.com: automation scripts, AI integrations, data pipelines and small web apps. Escrow-backed, with a clear brief and delivery date.

PeoplePerHour profile Freelancer.com profile Or email me

PeoplePerHour

Freelancer.com

Amir Shahzad

AI Automation Expert | Python & n8n Specialist

5.0 (2 reviews)

On time
100%
On budget
100%
From
$10/hr
JavaScriptPythonResearchSQLWeb ScrapingSoftware Architecture
Hire me on freelancer

Toolbox

What I work with.

AI and automation

Anthropic and OpenAI APIs (native tool calling)Agentic RAGMulti-agent orchestrationLLM evaluation and automated gradingMCP serversLiteLLM, LangGraph, OpenHandsWorkflow automation (n8n, Zapier)Vertex AI

Languages

PythonJavaScriptTypeScriptGoSQLJavaC#C/C++

Back end and APIs

FastAPINode.js, ExpressREST APIs, WebSockets, webhooks, SSEShopify APIIntercom APIRecurly APIFulfillrite APIGoogle Sheets APIFirebaseSQLAlchemy, Alembic

Front end

ReactNext.js (App Router)TanStack QueryTailwind CSSshadcn/uiChrome extensionsWebAssembly from Go

Databases

PostgreSQLMySQLSQLiteSQL ServerMongoDBFirebaseBigQuerySchema design

Cloud, DevOps and testing

AWSGCPDocker sandboxesGitHub Actions CI/CDpytest, Vitest, PlaywrightServer setup and deployment