I will build and deploy machine learning and deep learning models as web apps

Rayhan Chow

Bangladesh

I speak Bengali, English

ML and DL Engineer FastAPI Docker Deployment

I build and deploy Machine Learning and Deep Learning models that actually work in production, not just notebooks. I work across the full pipeline: data preprocessing, model training (scikit-learn, Py...
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About this Gig

Most sellers send you a notebook. I send you a working app.

I build machine learning and deep learning models and deploy them as a FastAPI service with a simple web page, so you can click, test and use them right away.


WHAT I BUILD ML models: classification, regression, churn, risk prediction (scikit-learn) Deep learning: MLP and CNN image classification (PyTorch) Image-upload and live-camera apps REST API with FastAPI, Pydantic validation and Swagger docs Docker container and online deployment (Render, Streamlit, Hugging Face)


PROOF: REAL PROJECTS Plant disease detector: CNN, 15 classes, 88.76% test accuracy, live camera input Student mental health score predictor: tuned Random Forest, R² 0.89, FastAPI + web UI Diabetes risk model: PyTorch + FastAPI + Docker Customer churn API: 7,043 customers, FastAPI + Docker


YOU GET: trained model, clean source code, honest evaluation metrics, API docs and a short README.

Please message me before ordering with your goal and dataset.

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build and deploy machine learning and deep learning models as web apps
build and deploy machine learning and deep learning models as web apps
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build and deploy machine learning and deep learning models as web appsbuild and deploy machine learning and deep learning models as web appsbuild and deploy machine learning and deep learning models as web appsbuild and deploy machine learning and deep learning models as web apps

Expertise:

Feature learning

•

Classification

•

Churn

•

Clustering

+3 more

Programming language:

Python

Frameworks:

Scikit-learn

•

Google ML Kit

•

PyTorch

•

Panda

APIs:

Microsoft Computer Vision AI

•

Other

Tools:

Jupyter Notebook

•

OpenCV

•

TensorFlow

•

Colab

My Portfolio

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