STAFF / PRINCIPAL ENGINEERING • PLATFORM & AUTOMATION

I design platform foundations, automate repetitive workflows, and turn operational signals into clearer engineering decisions.

See evidence View résumé PDF Discuss a role
Staff Software Engineer Toronto
Canadian citizen Work authorization: Canada • United States • India
India → Germany → Canada Aricent → Cisco → Intel → Siemens → KI Labs → Nokia
Scope 14+ years across India, Germany, and Canada
Current focus Platform automation, validation infrastructure, and operational intelligence
Evidence 5 documented projects across platforms, automation, and applied engineering

Projects

Selected Projects

Evidence of how I build for leverage: platforms, automation, and operational clarity.

Production system • Platform case study

Evidence-First Engineering Knowledge System

A static publishing platform with grounded AI retrieval, automated release gates, and explicit trust boundaries.

Grounded retrieval, explicit trust boundaries, automated release checks, and a production deployment.

Workers D1 + Vectorize GitHub Actions
Try the live system → See architecture and controls →

Working software • Architecture case study

PhotoSahi

A browser-based tool that simplifies passport and visa photo compliance with intelligent image processing.

100% browser-side image processing with no mandatory upload or backend.

JavaScript Canvas Image Processing
Try the live product ↗ See architecture and trade-offs →

Experience case study • Platform engineering

Validation Platform and Release Intelligence

Reusable validation infrastructure, AI-assisted failure investigation, and release intelligence for optical networking.

A public account of the architecture, judgment boundaries, and trade-offs behind résumé-backed work.

Python Validation Release health
See architecture and approach → Read the supporting insight →
View all projects

Insights

Engineering decisions you can reuse

Practical notes on reducing repeated work, choosing the right intervention, and preserving judgment where it matters.

Engineering philosophy • 4 minute read •

Build leverage, not just software

Four principles for choosing the bottleneck, removing repeated intervention, preserving judgment, and keeping evidence close to claims.

Read the philosophy

Engineering note • 5 minute read •

Why does this still require me?

A practical test for recognizing work that should become a system, a delegated responsibility, or an automated workflow.

Read the note

Operational intelligence • 5 minute read •

Release reports become operational history

How comparable release snapshots can reveal longer-term patterns without replacing engineering judgment.

Read the note

Experience

Across global engineering teams

India

Aricent → Cisco

Germany

Intel → Siemens → KI Labs

Canada

Nokia

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