ravi tomar

GenAI & Cloud Architect 🇮🇳 | I design agentic AI, RAG systems and DevOps pipelines | Threads on real‑world architectures, interviews & career growth

[ravi tomar @ravitomar437476]

@freelancer : @ShahedFC @FreelanceWJ unpaid invoices are you tracking in your head right now? A Notion system that shows — every morning — tasks due today, who owes you money (sorted by days overdue), and your leads pipeline. Duplicate it in 2 minutes 👇 https://t.co/yCV4Q9AwXH

[ravi tomar @ravitomar437476]

Cloud Architect interview: design multi-region failover for a stateful API.

Start with RTO/RPO. Then justify multi-region, define data ownership, route traffic, and prove it with a failover test.

https://t.co/ObLByrPVBR

#CloudArchitect #SystemDesign

[ravi tomar @ravitomar437476]

Too many saved AI tutorials and no clear sequence? Generative AI Engineering Mastery provides 5 modules and 10 chapters. Verified ₹4,500 offer:
https://t.co/3bFCgLrm4F

[ravi tomar @ravitomar437476]

Choose an SRE practice pass by preparation window:

2 days: Quick ₹299 / 15 answers
30 days: Starter ₹799 / 50 or Pro ₹1,999 / 150
60 days: Elite ₹4,999 / 500

One-time passes; no auto-renewal.
https://t.co/9gX6MSw0rc

#SRE #InterviewPrep

[ravi tomar @ravitomar437476]

Stop rewriting salon booking and reminder messages. Get 20 free WhatsApp starter templates for bookings, reminders and follow-ups:
https://t.co/KG6iRk3KU2

[ravi tomar @ravitomar437476]

Before buying an interview-practice pass, run one SRE session first.

Free trial: 3-question voice mock • 5 total answer credits • no card • 24-hour token.

https://t.co/MRSZqPz8Wn

#SRE #MockInterview

[ravi tomar @ravitomar437476]

Before a property site visit, clarify:

1. property type/location
2. budget range
3. purchase or rental timeline

The AgentWave Real Estate toolkit includes qualification flows, site-visit follow-ups and a lead tracker. ₹799:
https://t.co/PIVUFEyg08

#RealEstateAgent #LeadQualification

[ravi tomar @ravitomar437476]

“We checked logs and restarted the pod” is not a strong SRE incident answer.

Use: impact → signal → decision → trade-off → verified result.

Practise it aloud:
https://t.co/dYcM10ixi5

#SRE #IncidentResponse

[ravi tomar @ravitomar437476]

A salon booking can still go cold after confirmation.

Use a simple flow: confirm → remind → make rescheduling easy.

AgentWave Salon Revenue OS: 104 English/Hinglish messages + 13 workflows. Verified ₹799 offer:
https://t.co/CjsyqlXmYI

#SalonBusiness #WhatsAppBusiness

[ravi tomar @ravitomar437476]

An SRE mock interview should start with the interview context—not a generic question list.

Configure role, experience, System Design difficulty and an optional job description, then practise aloud.

Live-flow demo + free start:
https://t.co/qqIlbGGqAA

#SRE #MockInterview

[ravi tomar @ravitomar437476]

AI architect interviews test judgment—not framework recall.

Can you explain when NOT to use an agent and defend cost, failure modes, evaluation and rollback?

120+ questions, 8 system designs, CADRE framework. ₹799:
https://t.co/FFtmRY78DD

#AIArchitect #AgenticAI

[ravi tomar @ravitomar437476]

“I’d set the SLO at 99.9%” isn’t enough.

A strong SRE answer covers:
1. user journey
2. SLI
3. target + window
4. error-budget action

Practise explaining it aloud:
https://t.co/MLHpf3mv20

#SRE #SLO

[ravi tomar @ravitomar437476]

Property leads often go cold because qualification, site-visit confirmation and follow-up are not systemised.

AgentWave Real Estate Revenue OS gives agents reusable WhatsApp workflows and a tracker.

Verified ₹799 offer:
https://t.co/9oUdn0DPX7

#RealEstate #WhatsAppBusiness

[ravi tomar @ravitomar437476]

DevOps interview this weekend?

Start with the free 3-question voice mock. If 5 free AI answer credits aren’t enough, Quick Pass is ₹299 one-time for 15 answers over 2 days—no auto-renewal.

https://t.co/hPTlEOWcmO

#DevOps #MockInterview

[ravi tomar @ravitomar437476]

AI architect answers need more than framework names.

Cover constraints, alternatives, failure modes, evaluation, cost and rollback.

Preview the ₹799 interview pack:
https://t.co/vYfThp66JS

#AIArchitecture #SystemDesign

[ravi tomar @ravitomar437476]

Before speaking to an AI interviewer, ask what happens to your voice.

Meeting Copilot’s mock practice:
• raw audio isn’t stored
• transcript text generates feedback
• transcript is editable
• marketing consent is optional

Start free:
https://t.co/PMCsMsVNhQ

#DataPrivacy #MockInterview

[ravi tomar @ravitomar437476]

Backend interview answers get stronger when you state the failure before the fix.

For idempotency:
1. Retry can duplicate a payment
2. Same key + payload → same result
3. Atomic record + stored response
4. Test races and recovery

Practise it aloud:
https://t.co/RHMeApVoKF

#BackendEngineering #InterviewPrep

[ravi tomar @ravitomar437476]

104 English/Hinglish messages. 13 salon workflows. A lead tracker, 90-day plan and 30 AI prompts.

See what’s inside AgentWave Salon & Beauty Revenue OS—₹799 (regular ₹999):
https://t.co/u796PUUPv0

#SalonBusiness #WhatsAppBusiness

[ravi tomar @ravitomar437476]

A property lead going quiet doesn’t always mean “not interested.”

The missing piece may be qualification, a clear next step or consistent follow-up.

AgentWave Real Estate Revenue OS provides reusable WhatsApp workflows for agents and brokers.

DM “REAL ESTATE” for details. https://t.co/dHWqPNqFJf

#RealEstate #WhatsAppBusiness @Realstate_ @RPatashala @RealEstateBook #MultiBaggerStockInCircuit