# Chandan Satwani
> AI engineer in Bangalore. I build grounded AI agents, fine-tune small models for the edge, and publish the research behind them.

## Projects
- [PulseDesk OS](/projects/pulsedesk-os): An auditable support console where code owns the workflow and the model owns the judgments. Code: https://github.com/Chandan062311/PulseDeskOS
- [WhyBook](/projects/whybook): A chemistry tutor that explains the what, the why and the real world, small enough to run on a laptop. Code: https://github.com/Chandan062311/whybook
- [Hail Mary Distilled](/projects/hail-mary): A compact model fine-tuned to reason calmly under uncertainty, and to say it doesn't know when it doesn't. Code: https://github.com/Chandan062311/Hail-Mary

## Research
- [LLM Based Embedded Value Trained ChatBot Framework for Personalized Academic Learning](https://www.scitepress.org/PublishedPapers/2025/135998/): SciTePress, INCOFT, 2025.
- [CNN-Based EEG Spectrogram Analysis for Accurate Detection of Alzheimer’s and Dementia](https://link.springer.com/content/pdf/10.1007/978-981-96-8694-0_31.pdf): Springer, ITAI, 2025.

## Milestones
- Gold medal, 9.6 CGPA
- Best Boy award, 2025
- GDG lead, Belgaum
- Off the clock: space history, old machines, story RPGs

## Contact
- Email: chandansatwani422@gmail.com
- github: https://github.com/Chandan062311
- x: https://x.com/ChandanAILab
- linkedin: https://www.linkedin.com/in/chandan-satwani
- youtube: https://www.youtube.com/@ChandanSatwani-ai

## Machine access
- [projects.json](/projects.json): structured projects, papers and links
- MCP endpoint: /mcp (Streamable HTTP, JSON responses, no auth, rate limited). Tools: list_projects, ask_project, get_papers, get_contact.
- [How the agent is tested](/evals)
- [All projects](/projects) and [writing](/writing)