ai_ml

37 articles

Title	Date
Stop Pasting Screenshots: How AI Engineers Document Systems with Mermaid	Dec 30, 2025
Choosing the Right LLM Inference Framework: A Practical Guide	Dec 24, 2025
How Google's SynthID Actually Works: A Visual Breakdown	Dec 16, 2025
The Tyranny of the Mean: Population-Based Optimization in Healthcare and AI	Dec 8, 2025
The Splintered Web: India 2025	Dec 7, 2025
The AI Ouroboros: How Gen AI is Eating Its Own Tail	Dec 5, 2025
Building Agents That Remember: State Management in Multi-Agent AI Systems	Nov 30, 2025
Asynchronous Processing and Message Queues in Agentic AI Systems	Nov 27, 2025
Building Production-Ready Agentic AI: The Infrastructure Nobody Talks About	Nov 27, 2025
Playwright + AI: The Ultimate Testing Power Combo Every Developer Should Use in 2025	Nov 24, 2025
Introducing My New Book: The ChatML (Chat Markup Language) Handbook	Nov 17, 2025
When Models Stand Between Us and the Web: The Future of the Internet in the Age of Generative AI	Sep 26, 2025
Cursor AI Code Editor: Boost Developer Productivity with MCP Servers	Sep 18, 2025
Building Privacy-Preserving Machine Learning Applications in Python with Homomorphic Encryption	Sep 3, 2025
Provenance in AI: Auto-Capturing Provenance with MLflow and W3C PROV-O in PyTorch Pipelines – Part 4	Aug 29, 2025
Provenance in AI: Tracking AI Lineage with Signed Provenance Logs in Python - Part 2	Aug 28, 2025
Provenance in AI: Building a Provenance Graph with Neo4j – Part 3	Aug 28, 2025
Navigating AI Risks with NIST’s AI Risk Management Framework (AI RMF)	Aug 28, 2025
Provenance in AI: Why It Matters for AI Engineers - Part 1	Aug 27, 2025
LLMs for SMEs - 001: How Small Businesses Can Leverage AI Without Cloud Costs	Aug 22, 2025
Reranking for RAG: Boosting Answer Quality in Retrieval-Augmented Generation	Aug 11, 2025
ChatML Guide: Master Structured Prompts for LLMs	Aug 10, 2025
Question Answer Chatbot using RAG, Llama and Qdrant	May 19, 2025
Fast Face Search (Billion-scale Face Recognition) using Vector DB (Faiss)	May 19, 2025
On Emergent Abilities of Large Language Models	Mar 26, 2025
Prompt Engineering Deep Dive: Parameters, Chains, Reasoning, and Guardrails	Mar 9, 2025
LLM Text Clustering and Topic Modeling: HDBSCAN and BERTopic Tutorial	Mar 4, 2025
Text Classification using Large Language Models (LLMs)	Mar 3, 2025
Inside the LLM Inference Engine: Architecture, Optimizations, Tools, Key Concepts and Best Practices	Feb 9, 2025
Fact-Checking in LLM Systems: From Hallucinations to Verifiable AI	Feb 5, 2025
Summary of the paper DeepSeek-R1	Jan 30, 2025
How do you choose among competing open-source products? Example comparison of open-source vector databases.	Jan 28, 2025
Hands-on Tutorial on Making an Audio Bot using LLM, and RAG	Jan 27, 2025
Fine-Tuning Cross-Encoders: When Accuracy Matters More Than Speed (A Practical Guide)	Jan 17, 2025
My notes on AI-Generated Content (AIGC)	Jan 7, 2025
Making a talking bot using Llama3.2:1b running on Raspberry Pi 4 Model-B 4GB	Jan 2, 2025
Install, run, and access Llama using Ollama	Dec 17, 2024

Books by Ranjan Kumar

Books by Ranjan Kumar

Building Real-World Agentic AI Systems

The ChatML Handbook

The Chat Templates Handbook