Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS

How to build a Real-Time AI Interview Voice Agent with LiveKit and Maxim: A Technical Guide

How to build a Real-Time AI Interview Voice Agent with LiveKit and Maxim: A Technical Guide

AI-powered interview agents are rapidly transforming the recruitment landscape, enabling organizations to conduct scalable, consistent, and insightful candidate assessments. By leveraging real-time voice capabilities and advanced observability, these systems offer a glimpse into the future of automated interviewing. This guide presents a comprehensive walkthrough for building a robust AI Interview

What is an LLM Gateway? A Deep Dive into the Backbone of Scalable AI Applications

What is an LLM Gateway? A Deep Dive into the Backbone of Scalable AI Applications

Large Language Models (LLMs) have rapidly transformed how organizations build, deploy, and scale AI-powered applications. From intelligent chatbots to advanced document processing, LLMs are at the heart of modern automation and digital intelligence. Yet, as teams move from experimentation to production, a new set of infrastructure challenges emerges, chief among

Top 5 Tools to Detect Hallucinations in AI Applications: A Comprehensive Guide

Top 5 Tools to Detect Hallucinations in AI Applications: A Comprehensive Guide

TL;DR: As AI systems move from prototypes to production, hallucination detection has become essential to maintaining trust and reliability. This guide explains how teams identify factual drift in model outputs, what criteria define an effective detection tool, and how emerging evaluation frameworks are shaping safer, more transparent AI workflows.

Top 10 Tools to Test Your AI Applications in 2025

Top 10 Tools to Test Your AI Applications in 2025

Artificial intelligence applications are rapidly transforming industries, from finance and healthcare to customer support and enterprise operations. As AI models and agents grow more sophisticated, ensuring their reliability, performance, and safety is paramount. In 2025, the landscape of AI testing tools is more advanced and diverse than ever, enabling teams

Top 5 Tools to Monitor AI Agents in 2025

Top 5 Tools to Monitor AI Agents in 2025

TL;DR: The rapid evolution of AI agents (from simple chatbots to complex, multi-agent systems) has transformed how organizations automate workflows and deliver intelligent services. However, as AI agents become more autonomous and embedded in critical business processes, robust monitoring and observability are essential to ensure reliability, compliance, and continuous

The State of AI Hallucinations in 2025: Challenges, Solutions, and the Maxim AI Advantage

The State of AI Hallucinations in 2025: Challenges, Solutions, and the Maxim AI Advantage

Introduction Artificial Intelligence (AI) has rapidly evolved over the past few years, with Large Language Models (LLMs) and AI agents now powering mission-critical applications across industries. Yet, as adoption accelerates, one persistent challenge continues to undermine trust and reliability: AI hallucinations. In 2025, hallucinations (instances where AI generates factually incorrect

Agent Evaluation vs Model Evaluation: What’s the Difference and Why It Matters

Agent Evaluation vs Model Evaluation: What’s the Difference and Why It Matters

Introduction As artificial intelligence systems become more complex and increasingly agentic, the distinction between model evaluation and agent evaluation has become both critical and nuanced. While the evaluation of underlying models (such as large language models, LLMs) remains foundational, the rise of AI agents (autonomous entities capable of multi-step reasoning,