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