Darshan K

Darshan K

System Design | DEVOPS | Startup
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Iā€™m Darshan Kumar ā€” 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 ā€” 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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2mo 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. ā†’ Pre-migration audit report with risk score ā†’ Stored procedure rewriter (PL/SQL / T-SQL ā†’ Postgres) ā†’ Post-migration validation ā€” row counts, constraints, queries ā†’ 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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