Agriculture.AI.Fintech.

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Tumult — my painting in yellow, teal and black
TumultOriginal painting.

Based in Bengaluru.

Selected work

All selected work
Public student-loan entry point.Current public reference · 13 October 2026

Interaction prototype

EduLoans reviewer workspace

Missing policy must stay visible.

KAM case inspection and confirmation before an action. Original interaction prototype — sample data; scripted responses.Original interface · V1.03

I authored the rule model and review journeys. Unconfirmed thresholds remain release restrictions; uncertain documents require human verification. It uses sample records and scripted responses.

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Design proposal

Lending policy through MCP

Separate evaluation from policy changes.

Evaluation returns a policy pre-check; feedback enters review, with human authorization kept separate from changing a rule.Authored architecture proposal; deployment not verified

I proposed shared, versioned evaluation for two rule engines. Feedback enters review; policy changes require separate approval. A conventional service API remains an alternative.

Read the proposed design
Absolute logo

Crop-health AI

Product delivery at Absolute, 2021–2024

GrowStac’s current page; not the historical diagnosis interface.Current public reference · 13 October 2026
UrbanKhet logo

UrbanKhet

My founder venture, 2019–2021

Original storefront walkthrough. · 0:20Silent recording; date unrecorded.

On GitHub.

Applied AI, callable policy systems and local-first developer tools. Explore the architecture and source.

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Full career, responsibilities, education and certifications.

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