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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

Location India Joined Joined on  Personal website https://www.linkedin.com/in/amit-kayal-ab8aa7/?skipRedirect=true github website
Building a Hybrid AWS Microservices Platform with API Gateway, Lambda, ECS, and Load Balancers
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Building a Hybrid AWS Microservices Platform with API Gateway, Lambda, ECS, and Load Balancers

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

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

#agentcore #aws #serverless #agentskills
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9 min read
API Gateway as Websocket
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API Gateway as Websocket

#aws #serverless #apigateway #api
2
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3 min read
S3 table & S3 Metadata table
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S3 table & S3 Metadata table

#aws #s3 #analytics #serverless
22
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6 min read
Brief Notes on AWS CodeDeploy
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Brief Notes on AWS CodeDeploy

#aws #devops #cicd
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2 min read
Bedrock Agent & Tools - Tracing Best practises
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Bedrock Agent & Tools - Tracing Best practises

#sagemaker #aws #bedrock
7
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3 min read
AWS DEV OPS Professional Exam short notes
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AWS DEV OPS Professional Exam short notes

#aws #devops #serverless
5
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23 min read
Sagemaker Model deployment and Integration
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Sagemaker Model deployment and Integration

#motivation
4
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10 min read
My journey into Sentence Transformer
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My journey into Sentence Transformer

#aws #nlp #datascience #machinelearning
9
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8 min read
A learning journey with ELK stack
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A learning journey with ELK stack

#elasticsearch #aws #datascience
23
Comments 1
39 min read
Demand Forecasting with AWS Forecast
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Demand Forecasting with AWS Forecast

#aws #machinelearning #datascience #deeplearning
9
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7 min read
Build a custom model for object and logo detection
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Build a custom model for object and logo detection

#aws #deeplearning #machinelearning #serverless
10
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6 min read
AWS messaging and events - Decoupling applications with an event bus
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AWS messaging and events - Decoupling applications with an event bus

15
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6 min read
Do You Have a Look-alike?
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Do You Have a Look-alike?

#deeplearning #machinelearning
10
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6 min read
EAST- Scene Text Detector
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EAST- Scene Text Detector

#deeplearning #ocr #machinelearning
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8 min read
LTSM, GRU then Attention?
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LTSM, GRU then Attention?

#deeplearning #nlp #machinelearning #analytics
1
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8 min read
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