- 👨💻 All of my projects are available at https://github.com/rampallishyam?tab=repositories
- 📝 I write articles on https://medium.com/@mystmon
- 💬 Ask me about Machine Learning, MLOps, and AI Engineering
I’m a Data Scientist with over 5 years of experience designing and deploying production-grade ML systems across computer vision, NLP, and real-time inference.
My expertise spans AWS SageMaker, Lambda, Docker, and FastAPI — building scalable pipelines from data ingestion to automated CI/CD model deployment. I’ve worked on impactful projects such as real-time traffic violation detection, disaster report summarization, and clickstream-based conversion prediction.
Beyond development, I’m passionate about end-to-end MLOps — ensuring reliability, reproducibility, and measurable business outcomes. I hold an IBM Certified Data Scientist credential and am currently pursuing the AWS Machine Learning Engineer Associate certification.
I actively share insights and tutorials on Medium and contribute to the ML community through open-source work and technical blogging.
