Darshan K

Darshan K

System Design | DEVOPS | Startup

About

I’m Darshan Kumar — an AI engineer, full-stack DevOps engineer, and startup founder passionate about building real-world intelligent systems. With hands-on experience across AI/LLMs, backend platforms, cloud infrastructure, and product architecture, I turn complex ideas into scalable solutions — from AI agents and automation tools to data systems and SaaS products. I currently lead initiatives under AI2Innovate and DBABridge, developing AI-powered solutions for data migration, automation, and intelligent product development. My background spans LLM engineering, system design, DevOps infrastructure, and rapid MVP execution.

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Forums

Darshan K•

7h ago

MultiMind SDK - Build Multi-Agent AI Systems — The Simple Way

MultiMindSDK is an open-source AI orchestration framework for building production-ready multi-agent systems. Connect any LLM, design structured agent workflows, add RAG, validation, memory, and tool calling — without vendor lock-in. Built for developers who want full control over AI pipelines, modular architecture, and real-world deployment — from prototypes to enterprise systems.
Darshan K•

1d ago

DBABridge - Know what will break before you migrate your database

Free open source desktop app for database migration. Scans your Oracle or SQL Server database and tells you exactly what will break before you touch production. → Pre-migration audit report with risk score → Stored procedure rewriter (PL/SQL / T-SQL → Postgres) → Post-migration validation — row counts, constraints, queries → Stored procedure rewriter (Local AI integration/Cloud) FK dependency graph, Data type mapping engine Runs locally like DBeaver. Mac, Windows, Linux.
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