Building sBeacon: Scalable Genomic Data Queries on AWS
CSIRO's sBeacon leverages AWS serverless services for efficient, scalable genomic variant querying, offering cost-effective solutions for research and clinical applications.
Tech blog · India · page 7
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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Archive · page 7
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.
Node.js enables scalable, high-performance apps. Learn caching, load balancing, and security strategies for robust development.
Modernizing medical imaging with cloud-native PACS on AWS addresses scaling challenges, storage costs, and data silos in hospital networks.
Kubernetes v1.37 introduces bind mount options and emptyDir permissions to enhance storage security by controlling execution and access rights.
Discover Redis' new offerings, LangCache and vector sets, designed to enhance AI app performance and scalability.
Node.js 24.21.0 LTS brings crypto updates and performance improvements, focusing on OpenSSL and net.BlockList optimizations.
Pinterest evolves its Manas platform with quantization and SPANN, optimizing search performance and reducing costs in distributed systems.
Cloudflare introduces four new roles for Workers, enabling precise access control to enhance security and collaboration.
Browser game platforms often suffer from main-thread congestion. Learn how to improve performance by optimizing task scheduling and resource allocation.
Kubernetes v1.37 advances Pod-Level Resource Managers to Beta, enhancing resource allocation with hybrid models for improved performance.
How to implement error tracking in React frontends using Node.js, focusing on signal hygiene and release-based grouping.
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.