AWS HealthOmics Streamlines AMR Gene Detection from Raw Reads
AWS HealthOmics transforms AMR surveillance by automating gene detection from raw sequencing data, reducing reliance on bioinformatics expertise.
Tech blog · India
Deep dives into React.js, AI and ML integration, MERN stack patterns, and lessons from building production applications at scale in India — written by Deepak Kumar.
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AWS Lambda Web Functions allows web apps to run on Lambda without code changes, simplifying deployment and scaling.
Read the articleAWS HealthOmics transforms AMR surveillance by automating gene detection from raw sequencing data, reducing reliance on bioinformatics expertise.
Istio 1.31 introduces agentgateway waypoints and moves release artifacts from Google Cloud, impacting Kubernetes users.
AWS ARC Zonal Shift enables sustained AZ evacuation drills, revealing hidden infrastructure weaknesses over time.
Step-by-step procedures for deploying Oracle Database on Amazon EVS using FSx for ONTAP, focusing on storage provisioning, NFS setup, and disaster recovery.
Docker introduces Cloud Sandboxes, enabling developers to run agents in isolated microVM environments for extended tasks.
Equinix transitions to Amazon EKS, reducing operational overhead and enhancing deployment speed through a shared services model.
AWS Lambda Managed Instances now support up to 90-minute function timeouts, expanding use cases for serverless applications.
DHI Group utilizes AWS hackathons to fast-track generative AI projects, showcasing how structured events can lead to production-ready solutions.
ReadyOn implements a Four Walls model on Amazon EKS to enhance tenant isolation, combining namespaces, compute, network, and data isolation.
CSIRO's sBeacon leverages AWS serverless services for efficient, scalable genomic variant querying, offering cost-effective solutions for research and clinical applications.
Node.js 22 simplifies streaming Claude tokens with Bedrock using server-sent events (SSE), enhancing real-time user experience.
About the author
Deepak Kumar
Sr Software Engineer at India Today Group | Aaj Tak
Building scalable web applications and Generative AI systems. Writing about React, Node.js, AI and the engineering lessons from 9+ years of production work.
More about meOpen to senior full-stack and AI engineering roles, and to focused contract work. Delhi NCR or fully remote. I reply within 24 hours.
What I take on
Full-stack product build
React, Next.js, Node, NestJS, MongoDB and MySQL — from idea to production.
AI features that ship
OpenAI and LangChain, RAG, semantic search, content and voice automation.
Architecture and scale
Microservices, real-time pipelines and caching — proven at national news scale.
Founding engineer work
Idea to MVP to scale, with SEO and analytics built in from the start.