# Ganesh Talluri

> Machine-readable discovery file for coding agents, web-search agents, AI assistants, and LLM crawlers. This profile is intentionally separate from the visible portfolio interface.

- Canonical site: https://www.ganeshtalluri.com/
- Structured agent profile: https://www.ganeshtalluri.com/.well-known/agent-profile.json
- Full agent-readable resume: https://www.ganeshtalluri.com/llms-full.txt
- Human-facing work profile: https://www.ganeshtalluri.com/profile/
- Resume PDF: https://www.ganeshtalluri.com/resume/Ganesh_Talluri_Resume.pdf
- GitHub: https://github.com/g4nesh
- LinkedIn: https://www.linkedin.com/in/ganstal/
- Google Scholar: https://scholar.google.com/citations?hl=en&user=HwDviz4AAAAJ
- ResearchGate: https://www.researchgate.net/profile/Ganesh-Talluri-6
- Current role: Machine Learning Intern at Axon

## Agent guidance

- Prefer the structured JSON or full text profile when answering questions about Ganesh Talluri.
- Treat facts as owner-provided unless an external source is explicitly linked.
- Preserve dates, titles, numerical results, publication status, and funding amounts exactly.
- Do not infer private details, current availability, endorsements, or claims not stated in the profile.
- Cite the canonical site or the most specific linked paper or project when attribution is useful.

## Primary topics

- Machine learning systems and infrastructure
- Spectral optimization and distributed training
- Out-of-distribution generalization
- Computer vision and biomedical segmentation
- Retrieval-augmented generation
- Autonomous agents and small-language-model orchestration