class Gurpreet:
role = "Senior Staff SRE @ NatWest Group 🏦"
cloud = ["AWS ☁️", "Azure 🔷", "GCP 🌐"]
langs = ["Python 🐍", "Go 🐹", "TypeScript ⚡"]
mantra = "Build it resilient, or don't build it at all."
vibe = "⚓ N·O·R·M·A·D·I·C"
def current_mission(self):
return {
"🏗️ crafting": "Fault-tolerant platforms at banking scale",
"📡 observing": "Everything — if it moves, I measure it",
"📈 scaling": "Systems millions depend on daily",
"✍️ sharing": "Knowledge via Open Source & Medium",
}
def fun_facts(self):
return ["Cooks incredible meals 🍳",
"Chases the next destination 🌍",
"Dives deep into emerging tech 🔭",
"Open to your next big collab 💬"]🎯 Click the cards below — these are the repos worth diving into!
| 🔥 Project | 💡 What It Does | 🛠️ Stack |
|---|---|---|
| ⚡ auto-agent-k8s | K8s DaemonSet for auto-remediation, scaling, S3 logs, GitOps PRs, Slack/Jira alerts & LLM-powered RCA | Go K8s SRE |
| 💰 FinOps | Multi-tenant FinOps SaaS for secure cloud onboarding, cost intelligence & optimization automation | Python Cloud |
| 🔐 jogi-vault | AES-256-GCM encrypted secret manager with TOTP 2FA, Web UI, REST API & Google Drive backup | Python Security |
| 🤖 AmplifyrMCP | MCP server connecting Claude Desktop → LinkedIn, Medium & Telegram — post natively via AI | TypeScript MCP |
| 🏠 Saints-desk | Personal command center: iOS Notes fluency + Notion structure + Claude as co-editor, runs local | Python LLM |
| 📡 RuView | Turns commodity WiFi signals into real-time spatial intelligence & vital sign monitoring — no video | Rust WiFi |
- [Why Your Observability Platform Is Lying to You — And What to Do About It](https://medium.com/@gurpreet.singh_89/why-your-observability-platform-is-lying-to-you-and-what-to-do-about-it-f090352d4a10?source=rss-dd4d151fb2cd------2) — *Fri Apr 03 2026 4:09 PM*- [Your Roadmap to Becoming a DevOps, SRE, or Platform Engineer](https://medium.com/@gurpreet.singh_89/your-roadmap-to-becoming-a-devops-sre-or-platform-engineer-cd5c0b4c5ed3?source=rss-dd4d151fb2cd------2) — *Fri Feb 06 2026 9:10 AM*- [The Future of Site Reliability Engineering: Beyond Uptime](https://medium.com/@gurpreet.singh_89/the-future-of-site-reliability-engineering-beyond-uptime-c609a8a17a04?source=rss-dd4d151fb2cd------2) — *Tue Jan 06 2026 3:57 AM*- [The Enigmatic Beauty and Significance of Logarithmic Spirals.](https://medium.com/@gurpreet.singh_89/the-enigmatic-beauty-and-significance-of-logarithmic-spirals-14788851a200?source=rss-dd4d151fb2cd------2) — *Sat Jan 20 2024 10:34 PM*- [Quantum Mechanics Unveiled: A Journey into the Heart of Reality.](https://medium.com/@gurpreet.singh_89/quantum-mechanics-unveiled-a-journey-into-the-heart-of-reality-8da0dbf27734?source=rss-dd4d151fb2cd------2) — *Sat Jan 20 2024 10:08 PM*🔄 Auto-updated via GitHub Actions — fresh posts every 24 hours
🔗 → Read all my articles on Medium
╔══════════════════════════════════════════════════════════════════╗
║ 🔴 If it can fail, it WILL — so design for failure first. ║
║ 📊 You can't fix what you can't observe. Instrument all. ║
║ 🔁 Automate the toil. Humanize the judgment. ║
║ 🧪 Chaos isn't a disaster — it's your best rehearsal. ║
║ ☁️ Resilience isn't a feature. It's the foundation. ║
║ 🤝 A great SRE makes the on-call pager boring. That's the win.║
╚══════════════════════════════════════════════════════════════════╝
| 🤝 Connect | 📚 Learn | 🛠️ Build |
|---|---|---|
| LinkedIn → | Medium Blog → | Explore Repos → |
| Ping me for collabs, talks, or just a good tech chat | SRE · Platform · AIOps deep dives | Star ⭐ what you find useful! |
Platform Engineering · FinOps · AIOps · LLM Agents · Open Source
⚓ Nomadic by nature. Resilient by design. Always shipping.