I will integrate openai or llm apis into your backend or product

A
aliuzunkulaoglu
A
aliuzunkulaoglu
Ali U.
integrate openai or llm apis into your backend or product
Full Screen
integrate openai or llm apis into your backend or product

About this gig

I integrate AI and LLM capabilities into real products not demos, production systems.

Recent work:

  • LexAI a fine-tuned NLP classification system (Llama 3.1-based) for legal Q&A, built on FastAPI + MySQL, handling structured legal data at scale
  • Masadan integrated the OpenAI API for two production features: automated menu OCR (extracting structured data from images) and content moderation for user-submitted listings

I focus on classification and structured-output tasks rather than generic "chatbot" wrappers designing prompts and pipelines that produce reliable, parseable results your backend can actually use.

What I offer:

  • LLM API integration (OpenAI or equivalent) into your existing backend
  • Prompt design for classification, extraction, and structured output
  • OCR and document-processing pipelines
  • Content moderation systems
  • Honest scoping I'll tell you upfront if something needs a different approach

I don't claim RAG or agent-building experience I don't have if your project needs that specifically, I'll say so before you commit.

  • AI engine

    • GPT
    • Gemini
    • Zapier

  • Programming language

    • C#
    • C++
    • Java
    • Python
    • Swift
    • TypeScript
    • PyTorch
    • Tensorflow
    • SQL
    • Rust

Get to know Ali U.

Ali U.

AI, Backend Engineer, Python, FastAPI, Trading Systems ,Automation

  • FromTurkey
  • Member sinceSep 2026

  • Languages

    English
I'm a backend/AI engineer specializing in Python and system integration. I've built a fine-tuned NLP classification system for legal Q&A (Llama 3.1-based), a B2B SaaS platform for the fuel industry with RBAC and cost calculators, and a B2B reservation platform with a transaction-safe state machine and OpenAI-powered content moderation. I also designed and ran a live algorithmic trading system — TradingView signals via webhook to Binance execution, handling real capital in production. I focus on reliable, well-structured backend systems and honest communication about scope and feasibility.

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