VEDA_HEGDE
BUILDING SEISMOGRAPH.AI · OPEN TO FRACTIONAL & SELECT VP ENGAGEMENTS

Calm during chaos,
by design.

I turn reactive, fragile operations into resilient, self-improving systems, across streaming media, telecom, and cloud infrastructure at scale. I'm currently building Seismograph.ai, a multi-agent system that monitors infrastructure and diagnoses root cause in real time.

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▲ REACTIVE · FRAGILE RESILIENT · SELF-IMPROVING ▼
About

Twenty years of building and operating systems end-to-end, closing the gaps nobody owns.

I'm a technology executive who has built and operated high-availability infrastructure across telecom, streaming media, and SaaS. At SiriusXM, I led cloud engineering and reliability operations for a 30M+ subscriber streaming platform: cutting production incidents in half, delivering multi-region disaster recovery with sub-5-minute failover, and prototyping ML-based intelligent alerting ahead of industry adoption.

Before that, I spent nearly a decade at Time Warner Cable as a CTO-selected architect for ISP-scale voice and video platform design, earning a U.S. patent for IPTV architecture along the way.

Today I'm the founder of Seismograph.ai, a live, AI-powered infrastructure monitoring platform built on multi-agent architecture and the Claude API, correlating real network and cloud signals in production. My edge is operating at both ends of the org chart: securing executive sponsorship by making the business case clear, developing engineers by matching them to work that fits their strengths, and staying with a problem until there's a working solution.

Subscribers served
30M+
Production incidents cut
50%
Regional failover
< 5 minutes
U.S. Patent
8,516,529 B2
Now building
Seismograph.ai
Now building

Seismograph.ai: know what broke before your customers do.

Monitoring that tells you what broke, and whether it's even yours.

A payment processor outage and a bad deploy look identical from inside your own logs. Seismograph correlates signals across BGP, DNS, TCP, TLS, and vendor status pages in real time, then delivers a plain-English root-cause diagnosis to Slack, powered by Claude. A 30-minute investigation becomes a 2-minute confirmation.

It's live in production today, and I'm onboarding early teams. If you'd like to use Seismograph, or just see it run against your own stack, reach out and I'll set you up personally.

→ Sign up for early access Visit seismograph.ai

Book a 30-minute intro call or send a note. I onboard every team personally.

STATUSLIVE IN PRODUCTION
TARGETS MONITORED17
SIGNAL LAYERSBGP · DNS · TCP · TLS · RADAR
DIAGNOSISPLAIN ENGLISH, IN SLACK
STACKAWS · LAMBDA · CLAUDE API
Selected work

Four systems, one pattern: find what's fragile, make it resilient.

Seismograph.ai · Founder 30 min → 2 min diagnosis

AI-native monitoring that answers "what broke, and is it ours?"

Engineering teams don't struggle to fix incidents; they struggle to figure out what broke and whether it's even their problem. Seismograph runs a multi-agent pipeline on AWS Lambda that probes endpoints, polls BGP and Cloudflare Radar data, and watches vendor status pages, correlating everything in real time. Alerts land in Slack with a plain-English root-cause diagnosis powered by Claude, turning a 30-minute investigation into a 2-minute confirmation. I own the architecture end-to-end and direct a small team of engineers and AI coding tools against my specs.

SiriusXM · Sr. Director −50% incidents

Rebuilt change and release management from the ground up

Recurring production incidents were hitting a 30M+ subscriber streaming service. I worked across functions to identify the underlying failure modes, redesigned change and release management end-to-end, and modernized aging infrastructure, shifting a reactive operations model to a proactive, automation-first reliability function grounded in observability data. Production incidents dropped by half.

SiriusXM · Sr. Director <5 min failover

Eliminated complete-outage risk with multi-region DR

Every service ran in a single region with no disaster recovery strategy: a complete-outage risk for a 24/7 streaming platform. I evangelized the initiative, secured executive sponsorship by making the business case unambiguous, and worked through cross-functional alignment to deliver a multi-region deployment strategy. If a region fails, services now restore within five minutes.

Time Warner Cable · Sr. Architect U.S. Patent 8,516,529

Ran the IPTV trial that shaped a platform-defining investment

I identified the architectural gap in next-generation video delivery and led one of the company's first IPTV prototypes end-to-end, directing a 5-vendor RFP and personally driving a complete vendor POC from datacenter buildout through executive presentation. The trial gave senior leadership the data to make a platform-defining investment, and the architecture earned a U.S. patent. Concepts from it were later productized by in-house teams.

Ways to engage

Two ways to work together.

Fractional & advisory

Focused engagements for startups and scale-ups that need executive-level reliability judgment without a full-time hire, informed by building Seismograph.ai hands-on.

  • Reliability and incident-management assessments with a concrete remediation roadmap
  • DR/HA strategy and executive business cases that actually get sponsored
  • AI observability architecture: what to build, what to buy, what to skip

Executive leadership roles

VP or Senior Director roles owning reliability, cloud operations, platform engineering, or AI-driven operations, where the mandate is transforming how a large-scale system runs.

  • SRE and reliability organizations: SLOs, error budgets, incident response, MTTR
  • Cloud and platform engineering: AWS, IaC, CI/CD, release governance, FinOps
  • AI-native operations: ML-based alerting, multi-agent observability, LLM integration

Building Seismograph.ai hands-on is where the AI-native operations experience above comes from, not a distraction from full-time work. Happy to talk specifics about how the two fit together.

Consulting

Solution architecture

End-to-end system design for platforms that can't go down: from ISP-scale voice and video (U.S. patent) to hybrid AWS/CDN streaming for 30M+ subscribers. I design for the failure modes, not just the happy path.

Consulting

Cloud transformation

Moving from fragile, single-region, manually-operated infrastructure to resilient multi-region cloud, with IaC, CI/CD, release governance, and FinOps discipline built in from day one, not bolted on later.

Consulting

AI transformation

Bringing AI into operations where it earns its keep: ML-based alerting, multi-agent signal correlation, and LLM-powered diagnosis. I've prototyped it inside a Fortune-scale enterprise and shipped it as a founder.

Contact

If your systems page you at 2am, let's talk.

I'm actively exploring VP-level roles and taking on select fractional and advisory engagements. Based in the DC metro area, working remotely with teams anywhere in the U.S.

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