Soumyadeep Mandal (@imsampro) header
Soumyadeep Mandal (@imsampro) profile picture

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

Kolkata, India
Joined November 2018
Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by Soumyadeep Mandal (@imsampro)Photo by 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
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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
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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
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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? 💭
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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
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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
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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
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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
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Do you get stage fright, or are you a natural on the mic?
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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
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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
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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
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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
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