
Q-Learning Reinforcement Learning Demo
A compact, annotated implementation of Q-Learning applied to the FrozenLake environment. Built as part of reinforcement learning studies …

A compact, annotated implementation of Q-Learning applied to the FrozenLake environment. Built as part of reinforcement learning studies …
We have covered Supervised Learning, where a “teacher” provides the correct answers (labels). We have covered Unsupervised …
In my previous post, we looked at Supervised Learning, where a machine learns from a teacher using labeled “flashcards.” …
In the sprawling landscape of Artificial Intelligence and Machine Learning, it’s easy to get lost in buzzwords. You hear about Generative …
A dynamic, enterprise-grade PDF redaction platform designed to anonymize sensitive documents at scale. Built as the front-end lead at …
A full-featured call center analytics platform that transcribes recorded calls, performs sentiment analysis, and surfaces actionable …
A comprehensive employee management platform built at Pole to Win (now Side), supporting over 4,000 employees across multiple offices. The …
A mission-critical studio management platform developed at Pole to Win for CD Projekt Red’s AAA title Cyberpunk 2077. The tool manages …
A high-throughput health data platform built at Norm Software that ingests, synchronizes, and analyzes real-time health metrics from …
A complete e-commerce platform architected and single-handedly built from the ground up for Bull8, a clothing brand startup. The platform …