Maternal Health Risk prediction MLOps pipeline
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Dec 6, 2022 - Python
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Final Project of the MLOps Zoomcamp hosted by DataTalksClub.
python flask aws machine-learning continuous-integration docker-compose makefile sklearn pandas pytest lightgbm prefect mlops mlflow github-actions pre-commit-hook evidently
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Sep 12, 2022 - Python
End-to-end platform for training, deploying, and monitoring a churn prediction model—built using MLOps best practices and tools applied from the DataTalksClub MLOps Zoomcamp. Project earned the highest-tier score (achieved by 11 out of 200+ cohort participants) in peer-reviewed project assessment.
aws machine-learning aws-lambda terraform aws-s3 exploratory-data-analysis grafana eda aws-ecr infrastructure-as-code confusion-matrix aws-sns aws-rds prefect mlops mlflow shap evidently iac-terraform datatalksclub
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Sep 5, 2025 - Jupyter Notebook
Online Prediction Machine Learning System designed, deployed and maintained with MLOps Practices. Goal of the project is to predict individuals income based on census data.
python docker cloud-computing machinelearning batch-processing prefect flask-restapi mlops mlflow-tracking evidently
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Sep 12, 2022 - Jupyter Notebook
An MLOps pipeline for optimizing game discount strategies using Steam reviews, tags, and competitor pricing. Designed for data-driven revenue maximization in the gaming industry.
steam azure terraform postgresql ci-cd web-scraping grafana-dashboard apache-airflow mlops mlflow evidently game-pricing
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Sep 5, 2025 - Python
python docker redis postgres gpu grafana prometheus minio gitea jupyterlab prefect dvc mlops mlflow feast bentoml label-studio vscode-server evidently
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Dec 26, 2025 - Shell
MLOps Zoomcamp hosted by DataTalksClub.
docker machine-learning monitoring test-automation ci-cd prefect mlops mlflow-tracking-server github-actions streamlit evidently deployment-workflows
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Sep 2, 2022 - HTML
This an attempt to predict fraud transactions from a huge collection of records of bank transaction over a period of time.
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Jan 19, 2023 - Jupyter Notebook
Learn how to handle model drift and perform test-based model monitoring
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May 6, 2025 - Jupyter Notebook
Production MLOps pipeline for Paris bike traffic prediction. Airflow orchestration, MLflow tracking (Cloud SQL), FastAPI deployment. Features: automated ingestion, drift detection, champion/challenger models, Prometheus+Grafana monitoring, Discord alerts. 15 Docker services locally.
python docker bigquery airflow monitoring discord grafana alerting gcp openapi prometheus celery dataops mlops mlflow drift-detection fastapi model-registry evidently paris-data
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Nov 7, 2025 - Python
MLOps Loan Approval Prediction System
docker bigquery google-cloud-platform cloud-monitoring html-css-javascript dvc mlflow cloud-logging cloud-run xgboost-classifier artifact-registry cloud-alert-system mlops-workflow evidently mlops-project dagshub loan-approval-system
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Oct 7, 2025 - Python
Production-grade MLOps pipeline for customer churn prediction with automated training, validation, and serving. Built with Airflow, MLflow, MinIO, Evidently AI, and FastAPI.
python docker machine-learning airflow docker-compose data-validation postgresql minio xgboost data-pipeline churn-prediction model-serving model-training dvc mlops mlflow fastapi experiment-tracking evidently
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Jan 6, 2026 - Python
🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia
machine-learning recurrent-neural-networks lstm gru traffic-prediction onnx traffic-flow-prediction onnxruntime onnx-models mlflow-tracking travel-time-prediction evidently
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Aug 21, 2025 - CSS
An end-to-end machine learning project predicting DoorDash delivery durations, utilizing MLOps principles and best practices.
machine-learning monitoring terraform grafana orchestration cicd prefect mlops mlflow batch-pipeline evidently
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Oct 29, 2024 - Jupyter Notebook
Development, deployment and monitoring of machine learning models following the best MLOps practices
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Nov 18, 2022 - Jupyter Notebook
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