Building intelligent systems that scale from prototype to production
I specialize in creating end-to-end MLOps pipelines that transform raw data into intelligent business solutions. From Apache Airflow orchestration to cloud deployment with monitoring, I bridge the gap between cutting-edge AI research and real-world applications.
Complete MLOps Ecosystem
Enterprise-level MLOps platform featuring Airflow orchestration, MLflow experiment tracking, DVC data versioning, and automated deployment to GCP. Includes Grafana monitoring, automated retraining, and A/B testing capabilities.
NLP + Computer Vision Pipeline
Advanced AI system combining OCR, NLP, and computer vision for automated document analysis. Features real-time processing, multi-language support, and intelligent content extraction with 99.2% accuracy rate.
ML Model Performance Monitor
Comprehensive monitoring solution with Grafana dashboards, real-time alerting, model drift detection, and performance analytics. Includes Power BI integration for business intelligence and automated reporting.
Kubernetes-Orchestrated Compute
Scalable distributed machine learning training system using Kubernetes orchestration, auto-scaling workers, and fault-tolerant processing. Supports both TensorFlow and PyTorch with dynamic resource allocation.
Enterprise Authentication & Scaling
Production-ready API gateway with OAuth2 authentication, rate limiting, load balancing, and automated scaling. Features comprehensive logging, monitoring, and multi-model serving capabilities with sub-100ms response times.
IoT + AI Integration
Industrial IoT solution with predictive analytics, anomaly detection, and automated maintenance scheduling. Processes 10M+ sensor readings daily with 95% prediction accuracy and $2M+ annual cost savings.
End-to-end pipeline design with Airflow orchestration and automated deployment
GCP expertise with scalable infrastructure and cost optimization
Advanced deep learning with TensorFlow and PyTorch for production systems
Big data processing with Spark and real-time analytics pipelines
Kubernetes orchestration with automated testing and deployment
Grafana dashboards with performance tuning and cost optimization
Ready to transform your data into intelligent solutions? I'm available for full-time positions, consulting projects, and collaborative ventures in AI/ML and MLOps.