# Ansh Singhal
> AI/ML and backend engineer building production systems for retrieval, realtime inference, and applied ML.

## Main pages
- [Homepage](https://anshsinghal.dev/): Overview, systems map, experience, and contact links.
- [Projects](https://anshsinghal.dev/projects): Index of project case studies and measurable outcomes.
- [DHARA](https://anshsinghal.dev/projects/dhara): Production RAG architecture handling 1M+ documents with sub-100ms latency.
- [VoiceOps AI](https://anshsinghal.dev/projects/voiceops-ai): Realtime speech pipeline with 1000+ concurrent sessions and 50ms latency.
- [Flood-GAN](https://anshsinghal.dev/projects/flood-gan): Satellite-image synthesis project with research outcomes.
- [Resume](https://anshsinghal.dev/resume.pdf): Resume and career summary.

## Key facts
- Based in India.
- Focus: AI/ML, backend systems, RAG, realtime inference, and distributed systems.
- Profiles: GitHub and LinkedIn.

## Contact
- Email: anshsinghal3107@gmail.com
- Preferred contact route: https://anshsinghal.dev/#contact

## Entity links
- GitHub: https://github.com/AnshSinghal
- LinkedIn: https://www.linkedin.com/in/anshhh-singhal/