Writings

AI Assistant with RAG to help you answer queries related to FRAGMENT (API, SDKs, etc.).

Conceptual overview of Kublos: an orchestration of AI-powered services for human-centric monitoring of distributed systems like Kubernetes

A production-quality e-commerce platform with a scalable distributed backend (Go, PostgreSQL), efficient frontend (Next.js, Redux, TypeScript), and real-time data streaming (Apache Kafka) for analytics and observability.

Build a chatbot that can answer questions on your data, with support for continuing conversations using chat history and caching responses to frequent queries, all in under ten minutes! 💬

A quick visual primer on how a basic data structure like vectors enables multimodality in machine learning

Highly optimized content-aware chatbot to query PDF files using embeddings and chat completion APIs of Open AI

A look at how ML and AI techniques are revolutionizing malware and ransomware detection, enhancing cybersecurity defenses for a safer digital future.

An under-the-hood look at what happens in an artificial neural network