I will provide machine learning solutions

Machine Learning Solutions

I build production-ready Machine Learning systems designed to solve complex business problems. Go beyond Jupyter notebooksI deliver scalable data pipelines, custom model development, and fully deployed solutions that drive measurable business impact.

Technical Expertise

Predictive Analytics & Custom ML: Custom models for classification, regression, and time-series forecasting. Advanced feature engineering, selection, and dimensionality reduction using scikit-learn, Featuretools, and UMAP. Hyperparameter optimization with Optuna and Ray Tune.

Computer Vision: Object detection and segmentation using YOLO, SAM, OneFormer, CLIP, and Grounding DINO. End-to-end dataset annotation, curation, and management with Roboflow, CVAT, and Label Studio. Transfer learning and fine-tuning of foundation models for domain-specific applications.

Production MLOps & Deployment: Scalable data pipelines for continuous training, MLflow experiment tracking, Docker containerization, and automated CI/CD workflows covering testing, bias auditing, and deployment.