I will deploy your ml model as fastapi service

D
dmr4ik
D
dmr4ik
Damir Shemaiev
deploy your ml model as fastapi service
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deploy your ml model as fastapi service
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deploy your ml model as fastapi servicedeploy your ml model as fastapi service

About this gig

Have a trained model that lives in a notebook? I'll turn it into a working API.

What you get:

  • REST API with real-time inference for single requests
  • CSV batch processing endpoint
  • Input validation and clear error messages
  • Optional Redis caching and feature calculation at Inference time
  • Deployment to a live URL and documentation

Works with scikit-learn, CatBoost and joblib/pickle models. Examples from my work a fraud detection API (Isolation Forest;LOF) and a real estate price predictor (R=0.91).

Send me your model or describe the task and I'll reply with a plan.

  • Expertise

    • Algorithms & Data structures
    • Debugging
    • Databases
    • Testing procedures

  • Programming language

    • Python

  • Backend framework

    • FastAPI

Get to know Damir Shemaiev

Damir Shemaiev

AI, ML and Backend Developer

  • FromUkraine
  • Member sinceOct 2026

  • Languages

    Ukrainian, Russian, German, English
Python backend developer and CS student (AI/ML), multiple-time ICPC award winner. I build async REST APIs (FastAPI, MongoDB/SQL, pytest), deploy scikit-learn models as live APIs, and create Telegram bots, including ML-powered ones (spam classifier, F1 = 0.98). I also do data cleaning and analysis with pandas. Based in Switzerland (CET), English and German (B2). Clear communication, regular updates, on-time delivery. Send me a short description of your project and I’ll reply with a plan and estimate.

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