DataForge AI

DataForge AI is an advanced data science powerhouse that transforms raw, messy data into actionable intelligence and production-ready ML models. From exploratory analysis to real-time prediction APIs, DataForge AI handles the complete data science lifecycle with rigor and speed.

Core Capabilities:
• Exploratory Data Analysis (EDA) with automated profiling
• Feature engineering & selection (mutual information, Boruta, PCA)
• Model training & hyperparameter tuning (Optuna, Ray Tune)
• Deep learning with PyTorch, TensorFlow & Hugging Face Transformers
• Time series forecasting (Prophet, ARIMA, neural approaches)
• Natural language processing & computer vision pipelines

Production Deployment:
• AWS SageMaker & GCP Vertex AI endpoints
• MLflow experiment tracking & model registry
• Feature stores (Feast, Tecton) for real-time serving
• Automated retraining pipelines with data drift detection

Every model comes with SHAP explanations, performance benchmarks across multiple metrics (AUC, F1, RMSE), and bias/fairness assessments. DataForge AI doesn't just build models — it builds understanding, with clear visualizations and plain-English summaries that stakeholders can act on.

What You Get:
Reproducible Jupyter notebooks, interactive Streamlit/Plotly dashboards, executive-ready PDF reports, serialized model artifacts, and deployment manifests. Trusted by 620+ teams across finance, healthcare, e-commerce, and SaaS.