Amarnath Goud Mammidipally

About Amarnath Goud Mammidipally

I design AI systems that are not just scalable — but trustworthy, auditable, and production-ready for high-stakes domains like finance and healthcare.My work has been published at an international conference (Japan, 2026), where I challenged a 40-year assumption in forecasting model evaluation using GPU-scale simulation — with direct implications for quantitative finance and decision systems.I build production AI systems that bridge research and real-world deployment — from GPU-accelerated simulation on supercomputers to GenAI platforms (RAG, LangGraph, AI agents) running on AWS and used by thousands of users.My work spans:• ML platform engineering (AWS, CI/CD, scalable systems)• GenAI systems (RAG pipelines, agent architectures, LLM evaluation)• High-performance computing (CUDA, distributed Monte Carlo at scale)Recently, I:• Built a production ML platform used by 2400+ users across 60+ universities• Developed GPU-based simulation systems achieving 15× speedups• Designed AI agents for financial advisory use cases with grounded, auditable outputsI’m particularly interested in building reliable, auditable AI systems for high-stakes domains like finance, healthcare, and infrastructure.

Experience

1. Associate Software Engineer

   Infinite Computer Solutions

   Aug 2023 — Present · Hyderabad, IN

Education

• University of Delaware

  Master's degree, Computer and Information Sciences