
Director at @omniaigs | Community Leader & Organizer: @awsugkol, @ibmugkol, @sckolkata & @omniaitechx | AWS Community Builder | CMX Director at @cmxkolkata
Kolkata, India
Joined November 2018
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- Following162
- Followers367
- Likes4K
Check out the full project build on AWS Builder:
builder.aws.com/project/3LS7…
Which park are you exploring first?
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.
builder.aws.com/content/3KRq…
#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
Broke down the architecture and shipped the code in under 24 hours. Check out the GitHub repo and full write-up:
github.com/ImSaMPro/AWS-CB-R…
builder.aws.com/content/3K8C…
How many services do you usually reach for before shipping v1? 💭
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
Here’s the full project and architecture on AWS Builder Center: builder.aws.com/project/3K8C…
How often do you throw away your first prototype before shipping? 🧵👇
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
Here is the official AWS challenge link to enter before Monday: builder.aws.com/content/3JQd…
What is your biggest fear when letting an AI agent touch your cloud resources?
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
Read my full deployment walkthrough on AWS Builder Center (GitHub repo + challenge links in comments):
builder.aws.com/content/3JAw…
Who else is shipping this weekend?
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
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
Want to join the builder community?
Check out the official program here: aws.amazon.com/developer/com…
#AWS #AWSCommunityBuilder
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
Read the full breakdown of how I wired up Bedrock and CloudFront here:
builder.aws.com/content/3IX1…
What's your favorite Free Tier hack?
aws.amazon.com/about-aws/wha…
How big of a headache has TOTP device recovery been for your user pools? 👀
aws.amazon.com/about-aws/wha…
A handy fix for co-locating S3 data streams with memory-hungry workloads!










