Ila Bhide

I am an experienced Data Scientist and MLOps Engineer with a proven track record of moving complex machine learning models from research into reliable, scalable production systems. My expertise spans the entire ML lifecycle, from initial data exploration, model development, and validation, through to containerization (Docker), orchestration (Kubernetes/Cloud MLOps platforms), and the implementation of robust CI/CD pipelines.

I specialize in the critical intersection of data science and engineering—the MLOps domain—ensuring models are not only accurate but also governable, monitored, and maintainable in real-world environments.

🌟 Passion for Teaching
Beyond building and deploying, I have a deep passion for teaching and mentoring. I thrive on demystifying the complexities of MLOps and production ML, helping others master the practical skills needed to transform innovative data science projects into impactful, enterprise-grade solutions.