SOVEREIGN FLEET ACTIVE · 18ms EDGE LATENCY

I Design Infrastructure AI Agents Run On.

Governed, sovereign, and economical. Built on 20 years of first-principles systems work—from hospital data centers and BGP routing tables to Azure landing zones and multi-agent fleets.

Enterprise AI is not a prompt engineering challenge; it is a distributed systems engineering challenge. The failure modes of autonomous agents—unbounded loops, cascading rate limits, and unbudgeted token burn—are the exact problems physical networking solved decades ago.

🛡️Agentic Infrastructure Architect
⚡Director, Cloud & Infra
📍Delhi/NCR, IN
SYS.TELEMETRY
LIVE_2.4.0
ROLE:Director — Cloud & AI
ENTERPRISE SCALE:45+ AZURE SUBS
FINOPS PR GATE:$47K/MO PREVENTED
AGENT LOOPS:0 RUNAWAY IN PROD
HYBRID P95 LATENCY:18ms (BGP STEERED)
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
> System initialized. All cognitive guardrails active.
> Query received -> Vector RAG context attached (+1024 tokens)
> DFW Guardrail: 0 prompt injection patterns detected
AI ENGINE ACTIVE
ONLINE

Virtual Sachin Digital Twin

A custom edge-native conversational agent grounded in my 20-year infrastructure history. Trained on 125 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.

View All →
Every project details the exact "Why", "How", and the post-mortem telemetry.
Cloudflare D1: Guestbook|Edge Ledger
Initialising connection...

Field Notes & Insights

Systems thinking, war stories, and edge blueprints across 4 knowledge tracks.

Read All →
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 24h

Cache Hits

—zero-cost responses

Avg Latency

—ms end-to-end

Cost Saved

—USD (cache)
Model:loading...
CDN EDGE TELEMETRY● LIVE_STREAM
P50 Lat24.5ms
P99 Lat48.2ms
Brotli74.2%
Edge NOC Status
View Telemetry →
EDGE HITS (KV)--
LLM BREAKERCLOSED
AI NEURONS--

Real-time platform status monitoring and event streaming at the edge nodes.

ON-DEVICE AI
WEBGPU

Browser 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
🧠 Run Local LLM →
Executive Mandate · Open Engineering Lab
Active Architecture & Systems Research Hub
View Active Focus (/now) →
Current Mandate
Director — Cloud & Infra · Principal Agentic AI Architect
Purpose
Capability Portfolio · Peer Architecture Exchange
Base
Delhi NCR, India
Research Tracks
Sovereign Agentic Systems · Cloud · DevSecFinOps
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
⚡ Theme Adaptive Shift
Switching layouts matching domain reading affinity...