AI Infrastructure ยท Security ยท Production Reliability

AI Infrastructure That Won't Break or Get Compromised.

Most AI automation builders hand it over and disappear. Most security consultants hand you a PDF and disappear. Neither is thinking about what happens at 2am when a token expires, a schema shifts, or a silent failure cascades.

I build it, secure it, and stay in production โ€” so problems get caught before they cost you customers.

15+ years production systems ย ยทย  Build โ†’ Secure โ†’ Monitor ย ยทย  393 contracts on Upwork

How It Works

Build
Set up correctly, day one
n8n workflows, AI agents, VPS infrastructure, automation pipelines โ€” engineered for production, not demo.
Secure
Hardened at every layer
Server hardening, WordPress security, email auth, code audits, prompt injection defenses โ€” nothing exposed.
Monitor
Catch failures before they cascade
Ongoing retainers with live alerting, posture reviews, and incident response. You're not on your own at 2am.

Build it. Secure it. Keep it running.

Two kinds of people will disappoint you: the builder who hands over a workflow and leaves, and the consultant who hands over a PDF and leaves.

I do neither. Every engagement covers the full stack โ€” built right, hardened, and monitored after delivery.

AI Agents & Automation โ€” Secure-by-Design

Build AI workflows that are reliable, observable, and controlled. Most builders don't think about what breaks after delivery. I build in the guardrails from day one.

Includes:

  • โœ“guardrails + allowed actions
  • โœ“prompt injection defenses
  • โœ“logging & observability
  • โœ“rate limits & fallbacks
  • โœ“token expiry handling
  • โœ“data handling boundaries
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Incident Response & Malware Removal

Stop the damage, find the root cause, close the entry points, and prevent reinfection โ€” with a full incident report.

Includes:

  • โœ“forensics & root cause
  • โœ“malware cleanup
  • โœ“patching & WAF rules
  • โœ“integrity checks
  • โœ“server hardening
  • โœ“full incident report
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Linux Server Security Hardening & Performance

Secure baseline + performance tuning for stable production systems that stay stable under real load.

Includes:

  • โœ“SSH hardening
  • โœ“firewall policies
  • โœ“fail2ban & intrusion prevention
  • โœ“kernel/sysctl tuning
  • โœ“resource monitoring
  • โœ“log aggregation & alerting
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WordPress / WooCommerce Security & Optimization

Security + speed + stability โ€” without breaking checkout or disrupting operations.

Includes:

  • โœ“plugin/theme risk cleanup
  • โœ“access control hardening
  • โœ“DB optimization
  • โœ“caching strategy
  • โœ“brute-force protection
  • โœ“file integrity monitoring
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Code & Configuration Security Audits

Audit the invisible risk: configs, permissions, secrets, insecure patterns, and vulnerable dependencies before they become incidents.

Includes:

  • โœ“OWASP-style review
  • โœ“secrets & permissions audit
  • โœ“dependency risk analysis
  • โœ“threat modeling
  • โœ“remediation plan with priority
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Email Security & Deliverability Protection

Eliminate spoofing and phishing risk. Protect your domain reputation and ensure your emails actually land.

Includes:

  • โœ“SPF/DKIM/DMARC alignment
  • โœ“DMARC rollout plan (none โ†’ reject)
  • โœ“monitoring & reporting
  • โœ“anti-abuse hardening
  • โœ“SMTP security
Learn more

If you're unsure what you need โ†’ Book a Security Call and we'll map the fastest safe route.

How It Works

Most engagements end at step 4. Ours doesn't.

01

Diagnose

Review logs, configs, and behavior. Identify the real root cause โ€” not the surface symptom.

02

Stabilize

Stop active threats, close exposure, and restore service reliability fast.

03

Build / Fix Correctly

Patch, harden, optimize. Remove structural weaknesses โ€” not band-aids that break again in 30 days.

04

Document

Full report: what changed, why it changed, what was closed, and what to watch going forward.

05

Monitor & Alert

Stay in production. Ongoing retainers with live alerting โ€” silent failures get caught before they cascade. You're not on your own at 2am.

โ† This is the difference

AI builders stop at step 3. Security consultants stop at step 4. ย Step 5 is where we live.

What Gets Caught When You Stay In Production

This is what monitoring actually looks like โ€” not a dashboard you check monthly, but issues caught before they cost you.

Expired API token causing silent workflow failure

Before it hit production

n8n webhook stopped receiving due to schema drift

Same day, not 3 weeks later

WordPress plugin update broke checkout logic

Caught in staging, not by customers

SPF record misconfigured after domain migration

Before emails started bouncing

AI agent looping on edge case, burning API credits

Rate limit triggered alert

Server memory leak causing slow degradation under load

Before it became downtime

How I work

Security work is not โ€œtry and see.โ€ These are non-negotiable.

Least privilege

Only the access needed. Nothing more.

Defense-in-depth

Multiple layers, not one tool doing everything.

Observable systems

If it isn't logged and alerted, it doesn't count as monitored.

Repeatable SOPs

Documented processes so fixes hold and don't need re-explaining.

What clients typically see after engagement:

  • Malware reinfection stopped permanently
  • Server load reduced 40โ€“60% after optimization
  • Zero spam/phishing incidents post email hardening
  • 99.9% uptime on optimized production stack
  • AI workflows running without surprise failures
About Atul Pathria

15+ years keeping production systems alive. Now doing the same for AI.

I started as a developer, moved into server administration, then security โ€” because I kept watching systems fail not from lack of care, but from lack of follow-through. Someone builds it. Someone audits it. Nobody stays.

393 contracts on Upwork. One client for 10 years. A $20M business trusting me with their AI infrastructure. The pattern is the same: I build it, secure it, and stay in production.

Full background โ†’
๐Ÿ“˜ Published Book

Production Ready AI Agents

Reliability, guardrails, observability, and real-world deployment for AI agents that actually stay running in production. Not theory โ€” built from 15+ years of keeping systems alive.

Amazon
Kindle & Print
India & Global
Available worldwide
๐Ÿ”ฅ Limited Service Offer

Get Your AI Infrastructure Running. Done-For-You.

I handle the full OpenClaw setup on your server โ€” securely configured, tested, and handed over with full documentation. You just show up and use it.

Package 1

VPS Launch Setup

$444
One-time ยท 2โ€“4 business days
  • โœ“Ubuntu VPS setup (secure & minimal)
  • โœ“GUI + secure VNC access
  • โœ“Chrome + OpenClaw installation
  • โœ“AI provider connection & validation
  • โœ“Memory auto-save configuration
  • โœ“1 channel setup (Discord / WhatsApp / Telegram)
  • โœ“Testing + full handover notes
Most Popular
Package 2

VPS Launch Plus

$599
One-time ยท 3โ€“5 business days
  • โœ“Everything in Package 1
  • โœ“1 dedicated workspace/project setup
  • โœ“1 AI agent configured for your workflow
  • โœ“Agent assigned to your chosen channel
  • โœ“Persona & behavior tuning
  • โœ“Real-use testing in your channel
Package 3

Local Machine Setup

From $699
One-time ยท 4โ€“7 business days
  • โœ“Everything in Package 1
  • โœ“Local machine compatibility check
  • โœ“Remote access setup & validation
  • โœ“OS, networking & firewall config
  • โœ“1 channel integration
  • โœ“Testing + full handover notes

Cloudflare Tunnel setup available as add-on

All packages include a 7-day installation warranty.

Add-ons, support plans & full pricing details on the packages page.

Your situation is different. Let's talk about it.

Active breach, infrastructure that needs hardening, or AI automation that needs to be done right โ€”

I respond within 4 hours.

393

Contracts completed on Upwork with a 5-star track record

4 hrs

Response time for active incidents โ€” not "I'll get back to you"

10 yrs

Longest client relationship โ€” because I don't disappear after delivery