Feb 3 · 9 min read · How It All Started On November 1, 2025, I attended the AWS Student Community Day in Tirupati, and honestly, one session significantly changed my perspective on developing AI applications. Amin Ali, a Software Engineer at Target Australia and an AWS-c...
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Jan 30 · 4 min read · Today, I worked on GeoHook, and what I achieved within an hour of coding using Claude Code is truly impressive. The first feature was adding BLE-support for triggering webhooks - what that means is that a specific BLE devices has to be near the phone...
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Dec 13, 2025 · 17 min read · Introduction & Motivation RAG, RAG, and more RAG. Back in 2023, LLMs became the buzzword with the introduction of ChatGPT. Soon after, “prompt engineering” took off. Then came RAG. Today, we are talking about agents, multi agents, and even “vibe codi...
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Oct 18, 2025 · 13 min read · Introduction Hello everyone!Welcome back to the AWS series, I hope you’re doing well and taking care of yourself. In the last post, we talked about something a little personal i.e. how I dealt with that early cloud-cost anxiety that so many of us fa...
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Sep 28, 2025 · 5 min read · You are probably aware of how complex it can be to build and scale generative AI models. The process often requires heavy infrastructure, specialized skills, and long development cycles. With Amazon Bedrock, you can bypass those challenges and focus ...
Join discussionAug 5, 2025 · 2 min read · 🚀 Introduction Recently, we put our FeedbackHub platform through a rigorous real-world scenario—testing its ability to handle intense traffic spikes. By leveraging AWS ECS Auto Scaling, CloudWatch Alarms, and SNS notifications, we validated our infr...
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May 6, 2025 · 5 min read · As organizations adopt Large Language Models(LLMs), one challenge keeps surfacing: how do you make them useful with your data? Most LLMs are trained on the internet, but internal documents, healthcare records, compliance policies, or financial report...
Join discussionMar 3, 2025 · 7 min read · Here’s a step-by-step guide for installing the DeepSeek API using Hugging Face CLI, Amazon Bedrock, and an S3 bucket. Link to model is https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B Step 1: Launch an EC2 Instance Log in to your AWS ...
Join discussionJan 31, 2025 · 2 min read · PartyRock is a platform by Amazon Bedrock that allows users to build simple apps using generative AI, eliminating the need for coding. Steps: Come up with a fun, simple idea to help with your tasks. (In this case, we’ll create a simple daily task p...
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