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Amit Kayal

CTO | AI, Cloud & Enterprise Platform Leader | Agentic AI, LLM, AWS | Building Scalable SaaS Products | Autonomous, Self-Healing Agents| Agent Observability| Responsible AI - CNN, NLP and AWS

Building a Hybrid AWS Microservices Platform with API Gateway, Lambda, ECS, and Load Balancers

Building a Hybrid AWS Microservices Platform with API Gateway, Lambda, ECS, and Load Balancers

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13 min read

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Building a Practical Lambda Capacity Provider Platform: Lessons Learned from Warm Pools, Version Hygiene, and CI/CD Reality

Building a Practical Lambda Capacity Provider Platform: Lessons Learned from Warm Pools, Version Hygiene, and CI/CD Reality

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13 min read
Lessons I learned building a memory-aware agent with Amazon Bedrock AgentCore Runtime

Lessons I learned building a memory-aware agent with Amazon Bedrock AgentCore Runtime

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9 min read
API Gateway as Websocket

API Gateway as Websocket

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3 min read
S3 table & S3 Metadata table

S3 table & S3 Metadata table

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6 min read
Brief Notes on AWS CodeDeploy

Brief Notes on AWS CodeDeploy

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2 min read
Bedrock Agent & Tools - Tracing Best practises

Bedrock Agent & Tools - Tracing Best practises

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3 min read
AWS DEV OPS Professional Exam short notes

AWS DEV OPS Professional Exam short notes

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23 min read
Sagemaker Model deployment and Integration

Sagemaker Model deployment and Integration

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10 min read
My journey into Sentence Transformer

My journey into Sentence Transformer

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8 min read
A learning journey with ELK stack

A learning journey with ELK stack

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39 min read
Demand Forecasting with AWS Forecast

Demand Forecasting with AWS Forecast

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7 min read
Build a custom model for object and logo detection

Build a custom model for object and logo detection

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6 min read
AWS messaging and events - Decoupling applications with an event bus

AWS messaging and events - Decoupling applications with an event bus

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6 min read
Do You Have a Look-alike?

Do You Have a Look-alike?

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6 min read
EAST- Scene Text Detector

EAST- Scene Text Detector

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8 min read
LTSM, GRU then Attention?

LTSM, GRU then Attention?

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8 min read
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