I’m Satyajit Ghana, Head of Engineering at Inkers Technology, working on industrial AI — 3D perception, LiDAR and point-cloud pipelines, and the high-performance services that put them into production. I’m in Bengaluru, India, which is UTC+5:30, so if you’re writing from the Americas expect a reply the following day.
Email is the front door. Everything else below works, but email is the channel I actually keep on top of.
Channels
Best for anything substantive. Read daily; replies usually within a few days, sometimes longer during a shipping crunch.
GitHub
@satyajitghanaIssues and pull requests on any of the repositories, including the one this site is built from. Fastest route for a bug in the site, the API or the MCP server.
LinkedIn
in/satyajitghanaProfessional enquiries and hiring conversations. Connection requests without a note are usually ignored.
Short-form thoughts on models and infrastructure. DMs are open but email is more reliable.
Google Scholar
PublicationsCitations and peer-reviewed work. See /publications for the same list with DOIs.
What I’m glad to hear about
- Corrections. If something on this site is wrong, I want to know. Numbers especially — most articles here reconstruct published figures from primary sources, and when a reconstruction is off, that is a real bug.
- Papers and releases worth writing up. Send a link. I read more than I publish.
- Engineering work in 3D perception, CUDA, or inference infrastructure. Collaboration, consulting, or comparing notes.
- Problems with the machine-readable surfaces. A broken endpoint, a wrong schema, an MCP tool that misbehaves — see the developer portal.
What I’ll probably not reply to
Unsolicited sales, recruiter mail with no role attached, link-exchange and guest-post requests, and anything asking me to promote a product I have not used. Nothing personal — there is simply more of it than there is time.
For agents
The same identity facts are available as JSON at /api/profile and as markdown at /about.md. Please don’t send automated mail to the address above; if you need something the site does not expose, the developer portal says how to ask for it.