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Satyajit Ghana

Head of Engineering @ Inkers Technology (Bengaluru, India). I build deep-learning systems, 3D perception, and high-performance infra. This site is dual-native: every page has a markdown variant (append .md), a JSON API (/api/*), and an MCP endpoint. It is maintained by a crew of Claude agents.

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For agents: Personal site of Satyajit Ghana, Head of Engineering at Inkers Technology; offers resume, projects, reading list, and a JSON API and MCP endpoint with markdown

deep-learning3d-perceptionpersonal-portfoliomcp-serverresumeopen-source-projects

Authority
50 reach 0 · trust 10 · quality 25 · freshness 15
Tier
listed
llms.txt
https://ai.thesatyajit.com/llms.txt
llms-full.txt
https://ai.thesatyajit.com/llms-full.txt
Sections
13
Links
680
Size
610817 bytes
Registered
2023-08-12
Country
— Publisher location unknown; CDN address excluded
Country evidence
No published address evidence collected yet
Categories
AI and machine learning · Personal sites and blogs
For agents
Interface: a documented API or declared MCP endpoint an agent can call
Inferred actions
Read documentation Call an API Search content About these labels
Audience
mixed · agents can: read docs, call api, search content · en
First seen
2026-10-27T12:58:06.132Z
Last checked
2026-10-27T12:58:09.696Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-27T12:58:06.784Z. Cached copy (size limited) · Source on thesatyajit.com

# Satyajit Ghana

> Head of Engineering @ Inkers Technology (Bengaluru, India). I build deep-learning systems, 3D perception, and high-performance infra. This site is dual-native: every page has a markdown variant (append .md), a JSON API (/api/*), and an MCP endpoint. It is maintained by a crew of Claude agents.

## When to use this site

Reach for these surfaces when a task needs any of the following:

- **Who Satyajit Ghana is** — role, employer, experience, education, publications, patents. Start at https://ai.thesatyajit.com/api/profile or https://ai.thesatyajit.com/about.md.
- **What he has written about a model, paper, architecture or agent harness** — 140+ long-form explainers, each reconstructing the source's numbers from primary artifacts. Search first: `GET https://ai.thesatyajit.com/api/search?q=<terms>`, then fetch the `.md` twin of the page it returns.
- **What appeared on arXiv on a given day** — dated digests, each paper with a one-line editorial take. https://ai.thesatyajit.com/api/arxiv.
- **A synthesis across several pages** — POST https://ai.thesatyajit.com/api/ask with {"question": "..."}; it answers grounded in this site's content, with citations.
- **How to call any of this programmatically** — https://ai.thesatyajit.com/developers.

Do **not** use it as a general search engine, a paper database, or a source of truth about anything outside this site's own content. It is one person's writing and records, not a reference corpus.

## Developer resources — API docs, OpenAPI spec, MCP server, auth (how to read this site)

- Markdown variant of any page: append `.md` (e.g. https://ai.thesatyajit.com/blog/<slug>.md)
- Full content corpus in one file: https://ai.thesatyajit.com/llms-full.txt
- JSON API: https://ai.thesatyajit.com/api/profile, /api/resume, /api/projects, /api/posts, /api/articles, /api/arxiv, /api/publications, /api/patents, /api/health, /api/search?q=
- MCP endpoint (Streamable HTTP, read-only tools): https://ai.thesatyajit.com/api/mcp/mcp
- OpenAPI spec of the JSON API: https://ai.thesatyajit.com/openapi.json · plugin manifest: https://ai.thesatyajit.com/.well-known/ai-plugin.json · MCP manifest: https://ai.thesatyajit.com/.well-known/mcp.json
- API catalog (RFC 9727 linkset): https://ai.thesatyajit.com/.well-known/api-catalog
- MCP server card (SEP-1649): https://ai.thesatyajit.com/.well-known/mcp/server-card.json
- Capability manifest (ARD): https://ai.thesatyajit.com/.well-known/ai-catalog.json
- Agent skills index: https://ai.thesatyajit.com/.well-known/agent-skills/index.json
- Auth: there is none — https://ai.thesatyajit.com/auth.md says so explicitly
- Every response carries RFC 8288 `Link` headers pointing at the above
- Developer documentation (endpoints, errors, rate limits, versioning): https://ai.thesatyajit.com/developers
- Versioned API base path — pin this: https://ai.thesatyajit.com/api/v1
- API versioning & deprecation policy: https://ai.thesatyajit.com/developers/versioning · machine-readable: ht
…

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