You will get a production-ready API for your AI/ML model
Project details
Most AI models stay stuck in research notebooks because production deployment is a different craft. I bridge that gap. I don't just provide a simple script; I build a high-performance, asynchronous REST API using FastAPI or Flask, specifically designed for reliability and high concurrency.
My approach includes full Dockerization, ensuring your model runs seamlessly on any cloud environment without the common "dependency hell." I focus on clean, modular code, strict data validation with Pydantic, and comprehensive interactive documentation via Swagger UI.
Whether you have a Scikit-learn classifier, a complex PyTorch neural network, or an NLP model, I deliver a scalable backend that is ready to handle real-world traffic immediately. No fluff, no frontend tweaks—just a robust, production-grade infrastructure for your AI.
My approach includes full Dockerization, ensuring your model runs seamlessly on any cloud environment without the common "dependency hell." I focus on clean, modular code, strict data validation with Pydantic, and comprehensive interactive documentation via Swagger UI.
Whether you have a Scikit-learn classifier, a complex PyTorch neural network, or an NLP model, I deliver a scalable backend that is ready to handle real-world traffic immediately. No fluff, no frontend tweaks—just a robust, production-grade infrastructure for your AI.
Machine Learning Tools
Keras, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$250
|
Standard
$600
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 1 | 3 | 4 |
Number of Model Variations | 1 | 1 | 1 |
Number of Scenarios | 1 | 2 | 2 |
Number of Graphs/Charts | 0 | 0 | 0 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$250 - $600
Additional Revision
+$150Frequently asked questions
About Erdem
Software Engineer
Istanbul, Turkey - 12:27 pm local time
I like to keep things simple and goal-oriented. I am a disciplined developer who completes every task I take on without wasting time.
Steps for completing your project
After purchasing the project, send requirements so Erdem can start the project.
Delivery time starts when Erdem receives requirements from you.
Erdem works on your project following the steps below.
Revisions may occur after the delivery date.
API Wrapper Development
Building the core backend using FastAPI/Flask with strict Pydantic validation for all incoming requests
Containerization & Environment Setup
Creating a Dockerized environment to ensure portability and easy scaling across any server