Raghavan S. Dhandapani

Building AI agents that deliver what vibe coding promised.

LinkedIn |

15+ years of building AI / ML systems at various Hedge Funds, Facebook and Apple.

Vibe Coding: The Last 20%

You can see it. The app. Every screen. The functionality. The user experience.

The tools promise "no-code."

They deliver—for the first 80%.

The last 20%? Debugging, not designing. Your vision drowns in a sea of error messages.

Code is powerful. But right now, it's just in the way.

We're clearing the path.

Recent Work

Chakram AI

Co-founder & CTO

AI agents that work like Solutions Architects—but in minutes, not days.

We built agents that automate what's still 100% manual in enterprise sales: complex IT and cloud RFP responses, and AWS funding documentation.

RFP Automation

Agents that analyze 100-200 page documents, extract requirements, assess capability gaps, and generate draft responses with go/no-go recommendations.

AWS MAP & POC

Agents that design AWS infrastructure, generate cfn-lint validated CloudFormation templates, and produce accurate cost estimates via the AWS Price List API—165+ resource types across 60+ services.

Input: sales call notes. Output: deployable architecture.

View from Rancho San Antonio, overlooking Silicon Valley — Rancho San Antonio, Silicon Valley

View from Mission Peak, overlooking the Bay Area — Mission Peak, Silicon Valley