researchguy is a personal endeavor to stay abreast of the latest and past developments in technology across Machine Learning (ML) and Artificial Intelligence (AI). I am indebted to some really meaningful content encompassing ML and AI across the internet – THE BATCH @ DeepLearning.AI, AlphaSignal, and Papers With Code, to name a few, that help shape the blogs. A part of the blogs do reflect my own thoughts about the topics being blogged.
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Reinforcement Learning with TensorFlow: Solving MountainCar-v0 with Deep Q-Network using TF-Agents
ML and AI Blogs | Issue# 17 [August 15, 2025] There are many applications of Reinforcement Learning (RL) – a branch of ML where an agent learns to make decisions by interacting with an environment and receiving rewards as feedback. Examples include game-playing AI, robotics control, recommendation systems, traffic signal optimization, resource management, and autonomous…
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AskVeracity: An Agentic Fact-Checking System for Misinformation Detection
ML and AI Blogs | Issue# 16 [April 27, 2025] Introduction In today’s digital landscape, misinformation spreads at unprecedented speeds. The ease with which false information can propagate through social media platforms, news aggregators, and messaging apps has created an urgent need for effective fact-checking solutions. To address this challenge, we have developed AskVeracity – an AI-powered…
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Anveshak: Spirituality Q&A – Bridging Faith and Intelligence
ML and AI Blogs | Issue# 15 [April 05, 2025] In this blog post, we will go through the architecture, design decisions, implementation, and other considerations of Anveshak: Spirituality Q&A (Anveshak means “seeker” in Sanskrit), a Retrieval-Augmented Generation (RAG) application. The application serves as a bridge between ancient Indian spiritual wisdom and modern technology, allowing…