Contact
The quickest way to reach me is a direct message. Tell me what you are working on and where you are stuck.
Good reasons to write
- You need data collected, cleaned and classified from the open web, at a scale where doing it by hand stopped working.
- You want a lead pipeline built on public buying signals instead of a static database.
- You have an LLM feature that is right most of the time and need it to be dependable.
- You have something worth using and need people to find it, without leaning on ad spend.
- You are writing about any of the above and want a practitioner's view.
What helps me reply
- One or two sentences on the problem and who it is for.
- What you have already tried, and what went wrong.
- Your timeline, and whether this is a project, a role or a conversation.
I work from Bhubaneswar, India (UTC+5:30), which overlaps with the European working day and US East Coast mornings.