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AWS User Group Tashkent AWS User Group Tashkent @awsusergrouptashkent · 1.07K subscribers
Post #405 846
Build an AI Call Intelligence Pipeline on AWS Bedrock

Aleksey Melnik is Head of IT at Imran, a logistics company.
He replaced a $3,000/month vendor AI add-on with a self-built pipeline.
Cost: $100-150/month. Savings: 95%+.

On September 25, he shows you how.

🎤 What Aleksey Will Cover:

– Real case study: Replacing expensive vendor AI with AWS Bedrock
– Architecting a production call-recording system
– Polling RingCentral, posting to Telegram, enriching with AI
– AWS BDA (Bedrock Data Automation) for summaries, transcripts, moderation
– Comparing BDA vs vendor-bundled AI features
– Practical async Python patterns for background enrichment
– Designing bounded-retry reliability for API flakiness
– Build-vs-buy framework for AI costs
– Running on AWS cloud instead of on-prem servers

🚀 About Aleksey:
Head of IT Imran (Logistics Company)

Aleksey spans process automation, full-stack development, vendor management.
Passionate about building things that make people's lives easier.

🔗 Connect with him: https://www.linkedin.com/in/melnykoleksii

🗓 AWS COMMUNITY DAY CENTRAL ASIA
September 25, 2026 | CAEX, Tashkent

🎟 Register for FREE
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