Blog

In this blog post, we'll explore how Temporal Difference (TD) learning, a fundamental RL technique, can be applied to improve conversational AI agents.

This article explores the dynamics underlying a stop-limit order and attempts to calculate its probability of execution under a geometric Brownian motion.

This blog examines the mathematical foundation of the Kelly criterion and explores the idea of using log utility in gambling and repeated investment problems.

In this blog post, we'll walk through the key concepts that form the backbone of strategic decision analysis, from the foundations of Game Theory and Nash Equilibrium to their practical applications in everyday scenarios.

The blog explores the evolution from vanilla policy gradients to modern approaches like Proximal Policy Optimization (PPO) and the more recent Group Relative Policy Optimization (GRPO).

In this blog post, we'll explore how Temporal Difference (TD) learning, a fundamental RL technique, can be applied to improve conversational AI agents.

This article explores the dynamics underlying a stop-limit order and attempts to calculate its probability of execution under a geometric Brownian motion.

This article discusses causal illusions as a form of cognitive bias and explores the use of Granger causality to detect causal structures in time series.

This blog examines the mathematical foundation of the Kelly criterion and explores the idea of using log utility in gambling and repeated investment problems.

This blog post highlights a wide variety of techniques to employ when trying to create a new machine translation model for a low resource language or improve an existing baseline.

This blog post highlights some of my personal projects in the past when I built interactive Web Apps using JavaScript.

In Principles, Ray Dalio lays down the rules and frameworks he uses to navigate his life. The book explores truth-seeking, decision-making, and the implementation of systems to achieve success.

This blog post summarizes the guidelines and best practices for writing high-quality code from the book Clean Code by Robert C. Martin.

The article explores the use of geometric Brownian Motion (GBM) to simulate the price of stocks with extension to the Black-Scholes-Merton (BSM) model.