Small products. Big questions.
I learn AI best by building with it. A collection of public experiments in retrieval, structured outputs, scoring and useful product behaviour.
Retrieval & AI experienceDharma AI
A grounded AI conversation that connects modern dilemmas with curated wisdom, practical interpretation and clear next steps.
Structured assessment & decision systemsSCORE-AI
A role-oriented AI capability assessment that turns structured answers, scenarios and declared evidence into a practical development profile.
PujoPlan AI
Transport Management System (TMS), Beat Plan (PJP), Vehicle Routing Problem (VRP), On-Demand Route Planning (ODRP) and pandal hopping during Durga Puja — They all ask the same question: how do you maximize useful outcomes within limited time, distance, capacity and other constraints? Using example of the last case, see how AI can optimize and solve these challenges with fantastic outcome with human-in-the-loop AI.
Where the next question leads.
Good products start
with better questions.
So do good conversations. For product, transformation, applied AI, or a conversation with your team or classroom.
Let’s connect