Machine Learning
4 articles on Machine Learning.
The AI/ML Skills That Add 25% to a Backend Salary in India (2026)
Backend developers who can ship production ML earn a 15–25% premium in India in 2026 — because the skill is scarce. The specific, learnable backend-adjacent ML skills that move your salary band, and how to build them without becoming a data scientist.
June 3, 2026·5 min readVector Databases for Backend Engineers: RAG Without the Hype
What a vector database actually is, how similarity search and ANN indexes (HNSW) work, when you need a dedicated vector DB vs pgvector, and how to build a production RAG pipeline that stays fast and accurate — explained for backend engineers.
May 28, 2026·6 min readPutting an ML Model in Production: A Backend Engineer's Guide to Inference APIs
Serving a model is a backend problem, not a data-science one. A practical guide to production inference APIs — latency vs throughput, batching, GPU concurrency, caching, autoscaling cold starts, and the failure modes that don't exist in a notebook.
May 24, 2026·6 min readAI Capabilities in 2026: What AI Can Really Do Today (The Complete Truth)
Deep dive into actual AI capabilities in 2026 - from hidden reasoning abilities to autonomous agents, real benchmarks, and what most people fundamentally misunderstand. Complete guide for Indian developers.
January 27, 2026·37 min read