<![CDATA[Stories by Ashwin on Medium]]> https://medium.com/@ashwin_kumar_?source=rss-b95b57c7f126------2 https://cdn-images-1.medium.com/fit/c/150/150/1*iDtYgf98xFOoR9Sfn8cYfA.jpeg Stories by Ashwin on Medium https://medium.com/@ashwin_kumar_?source=rss-b95b57c7f126------2 Medium Fri, 22 May 2026 13:31:30 GMT <![CDATA[AgentCore on AWS [Introduction]]]>

AWS Bedrock AgentCore helps you build secure, scalable AI agents with runtime, gateway, memory, identity, and built-in tools.

Continue reading on Towards Dev »

]]> https://towardsdev.com/agentcore-on-aws-introduction-c622c120be83?source=rss-b95b57c7f126------2 https://medium.com/p/c622c120be83 Tue, 09 Sep 2025 15:33:35 GMT 2025-09-09T17:10:03.886Z <![CDATA[Pre-Training vs. Fine-Tuning in AI]]>

If you have ever wondered how today AI models become so smart — and how they are customized for everything from chatbots to medical…

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/pre-training-vs-fine-tuning-ai-2b42d4de0688?source=rss-b95b57c7f126------2 https://medium.com/p/2b42d4de0688 Fri, 11 Jul 2025 16:38:12 GMT 2025-07-11T16:38:12.579Z <![CDATA[Amazon Bedrock On-demand vs Provisioned Throughput]]>

Amazon Bedrock offers two primary inference modes — On-Demand and Provisioned Throughput — each tailored to different application needs…

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/bedrock-on-demand-provisioned-throughput-0f4066993caa?source=rss-b95b57c7f126------2 https://medium.com/p/0f4066993caa Tue, 20 May 2025 18:15:42 GMT 2025-05-20T18:15:42.943Z <![CDATA[Model Customization in Amazon Bedrock]]>

Model customization is a process to improve the performance of a model for specific use cases by providing training data. Amazon Bedrock…

Continue reading on Towards Dev »

]]> https://towardsdev.com/model-customization-in-amazon-bedrock-11630177adba?source=rss-b95b57c7f126------2 https://medium.com/p/11630177adba Fri, 11 Apr 2025 04:29:13 GMT 2025-04-11T13:18:29.582Z <![CDATA[Model Evaluation in Amazon Bedrock]]>

Evaluating models is a crucial step in building effective applications. Amazon Bedrock offers various methods for this process, including…

Continue reading on Towards Dev »

]]> https://towardsdev.com/model-evaluation-amazon-bedrock-f95e37e69ab8?source=rss-b95b57c7f126------2 https://medium.com/p/f95e37e69ab8 Fri, 11 Apr 2025 04:10:03 GMT 2025-04-11T13:18:46.989Z <![CDATA[Introduction to Amazon Bedrock]]>

Learn how Amazon Bedrock simplifies generative AI with foundation models, fine-tuning, guardrails and multi-agent systems

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/introduction-to-amazon-bedrock-7904ba849753?source=rss-b95b57c7f126------2 https://medium.com/p/7904ba849753 Sun, 06 Apr 2025 21:00:26 GMT 2025-04-06T21:00:26.733Z <![CDATA[Amazon Opensearch Service — Elasticsearch [Interview Series]]]>

Are you curious about Opensearch and how it can benefit your organization?

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/amazon-opensearch-service-elasticsearch-interview-series-de22af7d46e5?source=rss-b95b57c7f126------2 https://medium.com/p/de22af7d46e5 Thu, 09 May 2024 22:01:46 GMT 2024-05-09T22:01:46.778Z <![CDATA[AWS Kinesis Data Analytics — Apache Flink [Interview Series]]]>

Curious about how Kinesis Data Analytics and Apache Flink work together to process real-time data efficiently?

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/aws-kinesis-data-analytics-apache-flink-interview-series-89a5ab7373a7?source=rss-b95b57c7f126------2 https://medium.com/p/89a5ab7373a7 Wed, 08 May 2024 22:01:45 GMT 2024-05-08T22:01:45.427Z <![CDATA[AWS Kinesis Data Streams [Interview Series]]]>

AWS Kinesis Data Streams is a powerful tool offered by Amazon Web Services that allows users to process and analyze real-time streaming…

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/aws-kinesis-data-streams-interview-series-94a9dbc3898e?source=rss-b95b57c7f126------2 https://medium.com/p/94a9dbc3898e Tue, 07 May 2024 22:02:04 GMT 2024-05-07T22:02:04.161Z <![CDATA[AWS EMR — Elastic MapReduce [Interview Series]]]>

Are you curious about AWS EMR (Elastic MapReduce) and how it can revolutionize your data processing experience?

Continue reading on Medium »

]]> https://medium.com/@ashwin_kumar_/aws-emr-elastic-mapreduce-interview-series-e1604fb2d251?source=rss-b95b57c7f126------2 https://medium.com/p/e1604fb2d251 Mon, 06 May 2024 22:01:38 GMT 2024-05-06T22:01:38.851Z