# Contact Anu Kumar

The fastest way to reach Anu Kumar is email: anu2614kumar@gmail.com. There is no contact form, no ticket queue and no assistant in between — a message goes straight to the person who would do the work.

## Channels

- **Email:** anu2614kumar@gmail.com — primary channel, checked daily.
- **GitHub:** https://github.com/trickster26 — public code and project history.
- **LinkedIn:** https://www.linkedin.com/in/anukumar0 — for recruiters and role enquiries.
- **Location:** Mohali, Punjab, India. Works remotely across time zones; IST business hours are the reliable overlap.

## What gets a reply

- Senior AI engineering roles, in-house or remote.
- Agent architecture work: tool-calling loops, confidence scoring, human-approval checkpoints.
- Retrieval pipelines that are returning confident nonsense and need an evaluation loop.
- Multi-tenant SaaS architecture where isolation has to be structural rather than a WHERE clause.
- Rescue work on an LLM feature that demoed well and then met real users.

A useful first message says what the system does today, what it is doing wrong, and what constraint is non-negotiable — the deadline, the stack, the compliance boundary. That is enough to answer honestly about fit, which is faster for both sides than a discovery call.

## What does not

Bulk recruiter templates with no role attached, link-exchange and guest-post pitches, and offers to rebuild this site. The phone number on the CV is deliberately not published here, because a public number on a portfolio collects auto-dialers more reliably than it collects offers.

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Last updated 2026-08-23. Canonical: https://anukumar.site/contact