Blog

Technical articles and engineering notes where I share learnings about backend systems, cloud architecture, and developer tooling.

Designing a Scalable Event Management Platform on AWS

AWS Builder Center

Designing a Scalable Event Management Platform on AWS

Architecture and infrastructure design for a scalable event platform using AWS services including EC2, RDS, S3, and monitoring tools.

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Fine-Tuning Isn’t Enough Anymore — Amazon Nova Forge Changes the Game

LinkedIn

Fine-Tuning Isn’t Enough Anymore — Amazon Nova Forge Changes the Game

An exploration of how Amazon Nova Forge enables deeper AI customization by allowing developers to intervene earlier in the training lifecycle instead of relying only on prompt engineering or late-stage fine-tuning.

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sleepy cat assistant