Two tools I built myself

I built both on my own before joining Agoda, on synthetic data. Neither is deployed anywhere. Each is a single-agent Claude tool-use loop that answers only from its sources, cites them, and escalates when they don’t cover the question.

Independent, food-delivery KAM

Enterprise KAM Copilot

Prepares a key account manager’s QBR pack for a restaurant chain: the issues against central targets, the plays that fit, each one cited, and a draft opener.

About 3 to 4 hours of prep down to about 2 minutes, my estimate on demo data.

Claude tool-use, grounded RAG, cite-or-escalate, synthetic data

Try the KAM demo

Independent, partner account management

SAM Account-Excellence Agent

Diagnoses a partner’s top commercial issues and drafts the outreach, using only the retrieved SOPs.

The account manager decides what gets sent.

Claude tool-use, grounded RAG, cite-or-escalate, synthetic data

Try the SAM demo

This site is the third. I designed, wrote and coded it with Claude: plain HTML and CSS, no framework, no CMS. The Ask Soham assistant is a scripted keyword matcher rather than a language model, so it costs nothing to run and can’t make things up about me.