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You will get your broken automation fixed and tested in one day
Project details
I will review your broken automation, find the failing step, fix it, test the workflow, and send a short note explaining what changed.
Good fit for:
• AI assistant workflows
• API connection problems
• Webhook and data routing errors
• CRM and email automation fixes
• Spreadsheet automation fixes
• Small workflow bugs that need quick repair
Please send the workflow goal, the tool names, and any error message or screenshot.
Good fit for:
• AI assistant workflows
• API connection problems
• Webhook and data routing errors
• CRM and email automation fixes
• Spreadsheet automation fixes
• Small workflow bugs that need quick repair
Please send the workflow goal, the tool names, and any error message or screenshot.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI-Generated Code, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$25
|
Standard
$45
|
Advanced
$75
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
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TL
Tony L.
Jun 28, 2026
Discussion Forum Website Development
A very good cooperation, Very satisfied
JC
Jeffrey C.
May 29, 2026
Change buy buttons in Shopify Website
It has been great working with Gonghui. Highly recommend.
NN
Nkululeko Splash N.
May 27, 2026
Pay now issue
Amazing work
About Gonghui
Full Stack Web Developer
100%
Job Success
Shanghai, China - 2:24 am local time
My backend core is Java and Spring Boot: I've engineered and maintained production systems for banking clients, with a strong focus on clean data handling, SQL optimization, and reliable, well-tested code. I also build backends in Node.js, and I'm comfortable across MySQL, PostgreSQL, MongoDB, and REST API design.
On the frontend, I build production interfaces with React, Next.js, and TypeScript. Because I work across the full stack, I can take a feature from database to API to UI — or step into an existing codebase on either side and find my way around.
I've also built AI agent systems: AgentRoute Studio, an open-source goal-driven agent platform with verification layers, multi-model routing, risk gates, and budget monitoring. If you're integrating an LLM and want it reliable rather than just a demo, I can help there too.
I'm based in China and work comfortably with both English and Japanese-speaking clients in writing — I spent years collaborating with Japanese teams. What I bring to every project: a senior engineer's discipline around reliability, clear communication, and code I'd be willing to maintain myself.
Tell me what you're building and I'll tell you honestly how I'd approach it — and whether I'm the right fit.
Steps for completing your project
After purchasing the project, send requirements so Gonghui can start the project.
Delivery time starts when Gonghui receives requirements from you.
Gonghui works on your project following the steps below.
Revisions may occur after the delivery date.
Check the issue
I review the goal tool names error message and current workflow setup.
Fix and test
I repair the failing step and test the main path with sample data.