I Don't Demo AI. I Deploy It.
18 years of data centers, BGP routing tables, and zero-downtime platforms — now applied to production-grade Agentic AI. I build complete products from scratch using AI as my engineering team. Not prototypes. Not demos. Products that ship.
🤖Agentic AI Architect
|⚡20 Yrs Infra → AI Systems
|🚀10 Products Shipped Solo with AI
|📍Delhi/NCR, IN · Associate Director
SYS.TELEMETRY
LIVE_2.4.0ROLE:Associate Director
RAG KNOWLEDGE:135 ENTRIES (124 POSTS)
RAG LATENCY:< 42ms EDGE
VM MIGRATIONS:500+ COMPLETED
DATACENTERS:2 BUILT FROM DUST
Cloudflare Edge & Vector RAG Engine
COGNITIVE_STACK|Edge Topology
NOC: CONVERGED💻
Client Node (Visitor)POP Latency: --
🛡️
Cloudflare CDN & WAFTurnstile Shield Active
⚡
Astro SSR Worker RouterServerless Edge Handler
💾
D1 Vector Store & KV Cache93 Embeddings Chunks
🧠
Workers AI Gateway RouterCascading Circuit Breaker
ARCH.SIMULATOR|Interactive Sandbox
SYSTEM: OPTIMAL
Est. Latency
145 ms
Resilience
99%
Cost / 1k Ops
$0.002
EXECUTION TRACE LOG5/5 Nodes Active
AI ENGINE ACTIVE
ONLINEVirtual Sachin Digital Twin
A custom edge-native conversational agent grounded in my 20-year infrastructure history. Trained on 124 war stories and verified certifications via low-latency Vector RAG memory.
ENDPOINT:Workers AI
P99 LATENCY:<42ms
EDGE POP:DEV
RANGE TO BASE:-- km
> Checking routing POP...
> Waiting for edge metadata
Selected Case Studies & Outcomes
Real-world production engineering outcomes.
The DevSecFinOps Factory: Why I Enforce Checkov & Infracost Before Terraform Hits Azure
Architecting a multi-region Azure Enterprise Landing Zone (Hub & Spoke) with mandatory policy-as-code and API guardrails to prevent $10,000 mistakes.
Azure Landing ZonesCheckovInfracost
Edge-Native Digital Twin Portfolio Engine: Cloudflare Workers AI & D1 RAG
Designed and deployed a highly-available, zero-cold-start digital twin platform utilizing Cloudflare serverless runtimes (Pages, D1 SQL, KV, Workers AI, Vectorize, and AI Gateway) to host interactive tools and automated recruiter communications.
Agentic AICloudflare PagesWorkers AI
Every project details the exact "Why", "How", and the post-mortem telemetry.
Cloudflare D1: Guestbook|Edge Ledger
Latest Blog Articles
Systems thinking, war stories, and edge blueprints.
Documenting technical debt, network surgery, and edge-computing experiments.
EDGE_MAP|CDN Propagation
POP: TRACING...
Base Station: Noida (IN)
CDN CONNECTION METADATATrace Offline
> Waiting for edge synchronization signal...
AI Gateway
default
Semantic Cache Hit Rate
—%
Total Requests
—last 24hCache Hits
—zero-cost responsesAvg Latency
—ms end-to-endCost Saved
—USD (cache)Model:loading...
CDN EDGE TELEMETRY● LIVE_STREAM
P50 Lat24.5ms
P99 Lat48.2ms
Brotli74.2%
ON-DEVICE AI
WEBGPUBrowser AI Inference Lab
Run quantized language models (SmolLM2) locally in your browser. Bypasses edge server limits and guarantees 100% user privacy.
BACKEND:Local GPU / WASM
RUNTIME:Transformers.js
WEIGHTS:~80MB (Cached)
SERVER COST:₹0.00 / Zero
Availability Signal · Real-Time
Open to Conversations
Role
Principal / AD (IC or Mgmt)
Engagement
Full-time · Advisory · Fractional CTO
Location
Remote / Hybrid, Delhi NCR
Focus Areas
Agentic AI · Cloud Arch · DevSecOps
Guestbook · What Engineers Say
SDN / NSX★★★★★
"The NSX-T micro-segmentation war story saved me 2 weeks of trial and error. Read it before you touch DFW enforcement."
K
k8s-wrench
Platform Engineer
Azure / Cloud★★★★★
"Landing Zone hub-spoke BGP steering article is the most technically accurate free resource I've found on ExpressRoute route steering. Bookmarked."
A
azure-pilgrim
Cloud Architect
Agentic AI★★★★★
"Circuit breaker patterns for LLM runtimes — exactly what I needed when my inference cluster was getting hammered at 3 AM. Practical, not hype."
M
ml-on-metal
ML Infrastructure Lead
