Night road through mountains

jsgoforit.com

Max (Qiang) Ren

Applied AI Engineer building AI-native systems

About

AI lowers the barrier to building technology. That makes creativity, domain insight, and good ideas more valuable. I help you bring a dream into reality quickly and economically, then validate whether it creates real value.

Modern office collaboration scene

AI-native systems for practical business outcomes.

I help individuals and small businesses build AI-native systems in a fast and cost-conscious way, improving efficiency, increasing output, and reducing operating costs.

  • Website: jsgoforit.com
  • Location: Richmond Hill / Toronto, ON
  • Focus: AI products and business systems

My working style is hands-on: I learn from interviews and by working alongside frontline staff, map the current workflow and pain points, design a better path, choose the right technology, then validate and improve it in real use.

Years software and business systems

AI Platforms recent production builds

Employees supported in migration work

Distributors served by data workflows

Skills

Hands-on stack for AI-enabled systems, API platforms, data workflows, and lightweight cloud deployment.

Python / FastAPI 92%
PostgreSQL / Data Modeling 88%
REST APIs / System Integration 90%
LLM Agents / Tool Calling 90%
RAG / Knowledge Platforms 86%
Docker / Cloudflare / AWS 82%
OpenAI API Anthropic Claude API Ollama MCP Structured Outputs OCR Human-in-the-loop AI Observability C# JavaScript Django GitHub

Resume

Selected delivery experience focused on practical outcomes: faster launches, lower operating cost, clearer workflows, and better use of business knowledge.

Summary

Max (Qiang) Ren

Applied AI Engineer helping small teams and individual founders turn business ideas into useful AI-native systems, prototypes, and workflow tools.

Education & Certifications

Full Stack .NET Cloud Developer Certificate

2023 - 2024

Humber College

AWS Certified Developer - Associate

2024

Amazon Web Services

Bachelor's Degree in Computer Science

2003

Zhongyuan University of Technology

Professional Experience

AI Solutions Engineer

01/2026 - Present

Restaurant startup, Toronto

  • Built AI-native inventory and kitchen management workflows for restaurant operations, reducing manual data entry and improving day-to-day visibility.
  • Translated frontline kitchen and purchasing pain points into practical software flows for receiving, procurement, recipes, tasks, and approvals.
  • Developed OCR and LLM workflows that turn receipts and operational data into human-reviewed inventory drafts.
  • Built a business knowledge platform that makes emails, meetings, documents, and internal notes searchable and reusable.

Software Engineer

06/2023 - 12/2025

Fintech startup, Toronto

  • Used AI-assisted development workflows to accelerate product design, backend implementation, testing, deployment, and iteration.
  • Helped the team deliver an initial product prototype quickly and move it toward market with limited resources.
  • Supported low-cost rapid experimentation by shortening build-test-feedback cycles and improving release readiness.

Software Developer / Business Analyst

10/2007 - 04/2023

Pfizer

  • Led business analysis and system migration initiatives supporting the Viatris separation from Pfizer.
  • Supported transition work affecting more than 5,000 employees and over $1B in annual operations.
  • Developed and maintained data collection, MDM, CRM, and distributor workflow systems.

Projects

Current and recent work that shows the direction of this site: AI-enabled operations, knowledge systems, and practical business software.

  • All
  • AI Systems
  • RAG
  • Automation
  • Enterprise
SlimERP project placeholder

SlimERP

Restaurant operations platform that reduces manual inventory work and improves purchasing visibility.

Mail knowledge AI data flow illustration

Mail Knowledge App

Turns emails, documents, and history into searchable answers and reusable business memory.

Bright kitchen inventory management workspace

Inventory and Kitchen Management

AI-assisted kitchen workflow that helps reduce waste, repetitive admin work, and purchasing errors.

Enterprise systems workflow interface

Enterprise Systems & Data Workflows

Workflow and data improvements that make operations easier to track, trust, and scale.

Cooperation

I am available for individual founders, solo operators, and small businesses that need practical software or AI implementation without a large engineering team.

Business System Development

Lightweight internal tools, dashboards, workflow systems, admin portals, and API-backed applications.

AI Implementation

LLM features, task automation, AI agents, document processing, structured outputs, and human review flows.

Knowledge Base & RAG

Searchable knowledge systems over emails, documents, websites, meeting transcripts, and operational data.

API & Integration Work

Connect existing tools, clean data flows, design backend APIs, and make systems work together safely.

Deployment & Operations

Dockerized services, Cloudflare deployment, small-server hosting, monitoring basics, and release support.

MVP Discovery

Clarify requirements, choose a lean technical path, and turn a business workflow into a buildable plan.

Contact

For software development, AI automation, knowledge base, or small business system projects, email me with the workflow you want to improve.

Location

Richmond Hill / Toronto, Ontario

What I can help with

  • Build a custom web app or backend service for a small business workflow.
  • Add AI features to existing operations, documents, emails, or internal data.
  • Create an MVP from a practical business problem and deploy it quickly.