I've designed, deployed, and maintained scalable machine learning pipelines and data-processing workflows, developing PyTorch and TensorFlow architectures for image and speech recognition.
I combine software engineering, quantitative modeling, and MLOps to validate models, reduce inference latency, automate cloud deployments, and turn complex research into production-ready systems.

