Akarsh Rastogi
AI Agents @ AWS | Columbia
- Role
- Applied Scientist Ii at Amazon Web Services (AWS)
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Akarsh Rastogi
I am fascinated by the fragile balance of consciousness on Earth, and I see my life as an…
Experience
Applied Scientist Ii
Feb 2025 — Present · Bellevue, WA, US
Building AI Agents at hyper-scale. • Architecting Multi-Agent systems for autonomous reasoning, dynamic graph retrieval, real-world action execution, and root-cause analysis. • Continual Pre-Training (CPT), Fine-tuning and distillation of Amazon Nova Foundational Models (LLMs), in collaboration with Amazon AGI. • Research on superior Tool-use capabilities — orchestration of Tools, 1 Million+ APIs, and 100+ Agents.• Developing robust safety and reliability guardrails, capable of handling internet-scale traffic and adversaries. • Deploying highly available Agentic systems for issue resolution, with 20K+ tickets handled daily, supporting 1.5 Million+ Enterprise AWS customers in 190+ countries.Org : AWS AI, KumoTeam : Core GenAI, Terra / Apollo / Prophet
Education
Birla Institute of Technology and Science, Pilani
Master of Science - MS, Physics
2015 — 2020
Birla Institute of Technology and Science, Pilani
Bachelor of Engineering - BE, Mechanical Engineering
2015 — 2020
Columbia University
Master of Science - MS, Data Science
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