Hi, I’m Abhiroop! I’m an Applied Scientist at Amazon, working on ML for fraud detection. Previously, I was a Data Scientist at Equinix, where I worked on LLMs, RAG, multi-agent systems, and enterprise AI. I have an MS by Research in Computer Science from IIIT Hyderabad, where I worked on AI for healthcare and published research at venues including ACL, AAAI, and ISBI. I also have experience at BlackRock building ML systems for financial risk. I enjoy working at the intersection of research and real-world AI systems, from fine-tuning and evaluating LLMs to designing scalable agentic architectures and ML pipelines. If you're looking for guidance on ML/AI careers, LLMs, research, system design, or transitioning from academia to industry, feel free to reach out!