How to Architect a Self-improving ML System with Automated Model Retraining
So, you've deployed your shiny new ML model. It's acing predictions, and life is good. But then, that familiar …
Riya Agarwal is a seasoned software engineer specializing in Python development, software design, and scalable microservices architecture. With a Master’s degree in Applied Mathematics from the University of Hyderabad, she blends analytical depth with strong engineering acumen to build robust, high-performance systems. As Engineering Lead at 314e, Riya plays a key role in designing backend infrastructure, streamlining development workflows, and mentoring engineering teams. She is passionate about creating clean, efficient code and architecting software solutions that scale with evolving business needs.
Expertise
- Software Architecture & Design
- Microservices
- Data-driven Engineering
- Team Leadership & Technical Mentorship