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Case studies

The problem, what we built, what changed.

Every project here is live in production or in client hands today.

RAG · Enterprise client

A RAG knowledge assistant that answers from company documents, with sources.

Azure OpenAI, Azure AI Search, Copilot Studio and multi-agent orchestration.

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AI agents · Enterprise IT

A GenAI server-patching agent with human approval built in.

Amazon Bedrock, AWS Systems Manager, IAM and ITSM integration.

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Multi-agent RAG · Financial services

Multi-agent and RAG research assistants for financial services.

Amazon Bedrock and Google Vertex AI, with source attribution and audit logging.

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Transport · WhatsApp automation

WhatsApp Cab OS: a whole cab business, run from one WhatsApp number.

Booking, dispatch, tracking and payments on WhatsApp, with no hosting bill.

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EdTech · Course platform

Samir GenAI Academy: a paid course portal without an expensive LMS.

Sign-up, Cashfree payments, login-only lessons and an admin dashboard.

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Construction · Field tool

SiteMaap: exact building-material quantities, right on site.

Cement, sand, bricks, steel, tiles and paint, calculated on Android.

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Wellness · iPad app

EverSpark: gentle brain and body exercises for older adults.

Ten calm games, guided movement and progress tracking, for clients in India and Australia.

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Fintech · Mobile app

AdaptiveMA: backtest and live signals on real Indian market data.

Comparative RSI + Adaptive MA across 4 asset classes, with 24 automated reliability checks.

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Fintech · Rule engine

Trading Discipline: an engine that enforces your own trading rules.

Diagnoses each mistake and applies a transparent, escalating lockout.

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