Soumyadeep Mandal

Director at @omniaigs | Community Leader & Organizer: @awsugkol, @ibmugkol, @sckolkata & @omniaitechx | AWS Community Builder | CMX Director at @cmxkolkata

[Soumyadeep Mandal @imsampro]

Check out the full project build on AWS Builder:
https://t.co/XdJUdHYOrp

Which park are you exploring first?

[Soumyadeep Mandal @imsampro]

I gave myself 48 hrs to build an explorable map of all 63 US National Parks 🌲

Wrangled messy GeoJSON data, solved laggy marker rendering, and shipped it live. That late-night build rush never gets old!

Link's in the thread 👇

Follow @imsampro for more ✨

#imsampro #AWS

[Soumyadeep Mandal @imsampro]

Weekend Agent Challenge: AWS Cost Whisperer

A calm, conversational agent that answers the one question every #AWS beginner is afraid to ask out loud "will this cost me money?" in plain English, powered by a single #Lambda and Amazon #Bedrock.

https://t.co/rsAMtz3TPr

#Imsampro

[Soumyadeep Mandal @imsampro]

Broke down the architecture and shipped the code in under 24 hours. Check out the GitHub repo and full write-up:

https://t.co/ja7LFZdmcS

https://t.co/hJCLD7nCCW

How many services do you usually reach for before shipping v1? 💭

[Soumyadeep Mandal @imsampro]

Yesterday, an email landed in my inbox and derailed my plans in the best way.

Joined the AWS CB Speed Run and shipped QuoteForge using strictly 2 AWS services. Constraints kill overthinking.

Link's in the thread

Follow @imsampro for more

#imsampro #AWS #Serverless #AWSCB

[Soumyadeep Mandal @imsampro]

Here’s the full project and architecture on AWS Builder Center: https://t.co/KakBFh4Kis

How often do you throw away your first prototype before shipping? 🧵👇

[Soumyadeep Mandal @imsampro]

I tested 3 setups that went nowhere until the right idea hit me 💡

Built ReliefRoute for the AWS Zero to Shipped Hackathon to prove last-mile aid dispatch decisions! 🚀

Link's in the thread 👇

Follow @imsampro for more ✨

#imsampro #AWS #BuildInPublic

[Soumyadeep Mandal @imsampro]

Here is the official AWS challenge link to enter before Monday: https://t.co/kptrFb0yBA

What is your biggest fear when letting an AI agent touch your cloud resources?

[Soumyadeep Mandal @imsampro]

Don't let your weekend slip by without trying this: I just hooked my coding agent to AWS via MCP! ⚡

→ Respects local IAM roles
→ Discovers live resources
→ Zero hardcoded keys

Link's in the thread 👇

👉 Follow @imsampro for more ✨

#imsampro #AWS #CloudSecurity #DevOps

[Soumyadeep Mandal @imsampro]

Read my full deployment walkthrough on AWS Builder Center (GitHub repo + challenge links in comments):

https://t.co/8YMMOuh7iM

Who else is shipping this weekend?

[Soumyadeep Mandal @imsampro]

I spent the weekend building on AWS! ⚡

Deployed a portfolio on S3 + CloudFront & open-sourced the repo.

First 100 entries get $100 in AWS credits—go grab yours!

Link's in the thread 👇

👉 Follow @imsampro for more ✨

#imsampro #AWS #DevCommunity #AWSBuilderCernter

[Soumyadeep Mandal @imsampro]

Do you get stage fright, or are you a natural on the mic?

[Soumyadeep Mandal @imsampro]

Wondered how to speak to a massive tech crowd without freezing? I just found out, and it's so fun. Completed 4 AWS New Voices Practice Room zoom sessions & unlocked the Emerging Speaker badge today!🎙️

👉 Follow @imsampro for more ✨

#imsampro #AWS #AWSNewVoices #PublicSpeaking

[Soumyadeep Mandal @imsampro]

Want to join the builder community?

Check out the official program here: https://t.co/ioQsZ5gMTK

#AWS #AWSCommunityBuilder

[Soumyadeep Mandal @imsampro]

Between the code & the hustle, it’s easy to forget to celebrate wins. But there’s a specific excitement when a box holds a milestone you’ve been grinding for.

My Year 1 AWS Community Builder kit is here!

Link's in the thread 👇

👉 Follow @imsampro ✨

#imsampro #awscommunity

[Soumyadeep Mandal @imsampro]

Read the full breakdown of how I wired up Bedrock and CloudFront here:
https://t.co/azGaT335pa

What's your favorite Free Tier hack?

[Soumyadeep Mandal @imsampro]

This summer, I went from a wishlist app to an autonomous AI agent. Here's my "season finale" build.

Tired of AWS bills for idle projects, I built a serverless haiku generator that runs on $0.

Link's in the thread 👇

Follow @imsampro for more!

#imsampro #AWS #Serverless #AI

[Soumyadeep Mandal @imsampro]

https://t.co/SoVzx76x0r

How big of a headache has TOTP device recovery been for your user pools? 👀

[Soumyadeep Mandal @imsampro]

No more deleting accounts when users lose their authenticator! 🔑

Amazon Cognito added AdminDeleteSoftwareToken to reset TOTP MFA so users re-enroll on next login. Huge support win!

Link's in the thread👇

Follow @imsampro for more!

#imsampro #AWS #Cognito #Security #DevOps

[Soumyadeep Mandal @imsampro]

https://t.co/Ilr3rPKeiK

A handy fix for co-locating S3 data streams with memory-hungry workloads!

[Soumyadeep Mandal @imsampro]

No more runaway RAM when mounting S3 buckets 🚀

Mountpoint for Amazon S3 now lets you cap memory usage or auto-detect container limits (like in EKS) to protect heavy ML jobs!

Link's in the thread 👇

Follow @imsampro for more!✨

#imsampro #AWS #S3 #DevOps #Cloud