I will build a custom machine learning model and deploy it with fastapi

T
tashfeen348
T
tashfeen348
Tashfeen R
build a custom machine learning model and deploy it with fastapi
build a custom machine learning model and deploy it with fastapi
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build a custom machine learning model and deploy it with fastapibuild a custom machine learning model and deploy it with fastapibuild a custom machine learning model and deploy it with fastapibuild a custom machine learning model and deploy it with fastapibuild a custom machine learning model and deploy it with fastapi

About this gig

I will build a custom Machine Learning / Deep Learning solution for your projectfrom data preprocessing to a trained model with proper evaluation and production-ready code.

What I can deliver: Classification or regression models (tabular data) Deep Learning models (PyTorch / TensorFlow) when needed

Data cleaning, feature engineering, and reproducible training pipeline

Model evaluation: accuracy, F1, ROC-AUC / PR-AUC, MAE/RMSE + error analysis

Deployment-ready deliverables (FastAPI-ready structure) + clear setup instructions

Use cases: Churn prediction, fraud/anomaly detection, forecasting, scoring systems Any custom prediction task based on your dataset

What you will receive: Clean Python code (notebook/script) Trained model + preprocessing pipeline Metrics report + recommendations for improvement Documentation for running and testing

Before ordering, please message me with your dataset type, target column, and goalI'll recommend the best package.

Tech stack keywords: Python, scikit-learn, PyTorch, TensorFlow, FastAPI, Docker.

  • AI engine

    • TensorFlow
    • Bert
    • PyTorch

  • Programming language

    • Python
    • C

Get to know Tashfeen R

Tashfeen R

AI and ML Engineer, LLM Agents and Automation

  • FromPakistan
  • Member sinceJan 2025

  • Languages

    Urdu, English, German
I am a skilled AI and Machine Learning professional with 2+ years of experience. I specialize in developing custom solutions in Machine Learning, Deep Learning, Natural Language Processing (NLP), and Computer Vision. Proficient in creating chatbots, predictive models, image/video analytics, and data visualization. I deliver end-to-end, scalable solutions with frameworks like TensorFlow, PyTorch, and scikit-learn. Let’s collaborate to turn your ideas into impactful AI-driven solutions tailored to your needs!

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