Work

Open SourceGitHub, npm, PyPI, and public packages.

Depth

JourneyCareer timeline, roles, and education.AchievementsScholarships, rankings, and milestones.

Writing

PublicationsResearch-facing work and technical reports.ProfilesAll key public links in one place.

Project

AppNavi Observability Platform

A distributed observability and event analytics platform for enterprise clients, processing large event streams into dashboards operators can actually act on.

300M+ per tenant
Events
12x faster
Query speed
Observability + analytics
Focus

Outcome narrative

What this project optimizes

A distributed observability and event analytics platform for enterprise clients, processing large event streams into dashboards operators can actually act on.

Tooling ecosystem

Observability stack reach

The specific set of technologies used to process and surface event data at scale.

  • C#
  • .NET Core
  • AWS Lambda
  • Kinesis
  • S3
  • Athena
  • DynamoDB
  • TypeScript
  • OpenAI

Execution model

How this delivery is structured

The same framework can be adapted for adjacent products and modernization initiatives.

Discovery and architecture

Define constraints, expected outcomes, and non-functional requirements.

Build and validate

Deliver iterative milestones with quality checks and feedback loops.

Scale and optimize

Tune performance, harden reliability, and operationalize observability.

Next Steps

Explore more work

AWS Serverless Cost Optimization: A Real Audit Walkthrough

Serverless teams overspend by 30-50%. Here's how to audit your Lambda, API Gateway, and NAT costs, find the leaks, and cut your bill.

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How I Self-Host PostgreSQL for My SaaS (and When I Wouldn't)

Running Postgres in a container is easy. Running it in a way that survives a redeploy, a full disk, and an eventual major-version upgrade is the actual job. Here's the setup, tuned against Postgres's own defaults, and the honest list of where managed wins outright.

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10 Mistakes That Break a Self-Hosted SaaS

None of these ten show up as a single dramatic outage. They show up as a disk that quietly fills, a rollback that turns out to be impossible, a backup nobody ever restored. Here's the mechanism behind each one, and the fix.

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Cloudflare R2 vs S3 vs MinIO for SaaS File Storage

The storage price per gigabyte is close enough across all three that it barely matters. Egress is where the decision actually gets made — and one of these three had a rough 2026 that changes the self-hosting math entirely.

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Where to go next

More case studies

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