Resume
Scott Robbins — AI Engineer & Builder
Experience
Senior AI Engineer
2024 — PresentNous Research
Building and maintaining Hermes Agent, an intelligent AI assistant with tool-use, skills, and multi-agent orchestration capabilities.
- Architected the agent runtime with support for dynamic tool loading and skill-based workflows
- Implemented multi-provider LLM routing with fallback and retry logic
- Designed the skills system for reusable, composable procedural knowledge
- Built automated evaluation pipelines for measuring agent performance
AI Engineer
2022 — 2024Previous Company
Led the development of production LLM inference pipelines and AI-powered products.
- Deployed and scaled vLLM inference servers serving millions of requests per day
- Built RAG pipelines using vector databases and embedding models
- Developed internal tools for prompt engineering and model evaluation
- Reduced inference latency by 60% through optimized batching and quantization
Software Engineer
2020 — 2022Earlier Company
Full-stack development with a focus on backend systems and data pipelines.
- Designed and implemented microservices architecture on Kubernetes
- Built real-time data processing pipelines with Kafka and Flink
- Migrated legacy monolith to modular service-oriented architecture
Skills
Certifications
AWS Solutions Architect — Professional
Amazon Web Services
2023
Google Cloud Professional Data Engineer
Google Cloud
2022
Kubernetes Administrator (CKA)
CNCF
2022
Education
2016 — 2020
- Focus on machine learning and distributed systems
- Dean's List, Graduated with honors