I will expert ai llm API integration and fixes

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Xin Wang
Sommige informatie wordt in het Engels weergegeven.

Over deze dienst

Need AI API integration or fix? I handle requestresponse with one provider.

Packages:

  • Basic 1 endpoint, code + tests + notes.
  • Standard Multiple endpoints, robust tests + comments.
  • Premium Full feature, all endpoints, tests, checks, notes all inclusive.

Validated with React/FastAPI proof and DeepSeek/OpenAI/langchain request. Other providers need docs review.

Before ordering, send: stack, provider/model, API docs, use case/error, expected output, and run steps. No keys in chat I may need test server access (you configure), production excluded.

Not included:

  • Streaming, RAG, agents, finetuning
  • Multiple providers in one order (each order covers one)
  • Full app, UI, auth, payments, DB migrations
  • Deployment, monitoring, provider fees, output guarantees

Revisions fix agreed scope only. New providers/models/features = new order.

Maak kennis met Xin Wang

Xin Wang

AI Assisted Web App Developer and Debugger

5,0(1)
  • Afkomstig uitChina
  • Lid sindsaug 2026
  • Gem. reactietijd1 uur
  • Laatste levering1 maand
  • Talen

    Chinees, Engels
Built a web app with AI and got stuck? I help creators get one blocked part of an AI built or vibe coded web app working again with clear scope and verified results. My workflow is AI assisted and hands on. I define expected behavior, reproduce the issue, inspect the project, guide and review changes, run the app, and test the affected flow. I also build scoped prototypes with Next.js, React, Python, FastAPI, and SQLite. No technical brief is needed. Show me what happens now, what you expected, and how to reach the problem. I will confirm whether it fits a focused, testable scope.

Mijn portfolio