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A Practical Guide to Context Management in LLM Systems

Using Model Context Protocol (MCP) for Better Information Flow

LLM

AI

MCP

Tutorials

When an LLM answers a question, quality depends on what context it receives and when it receives it. Too little context leads to weak answers. Too much context leads to…

Reproducing Gabillon (1991): Model-Implied Term Structures

Model-only reproduction of Figures 5-9

Research

R

Commodities

Tutorials

The paper by Gabillon (1991) (Gabillon 1991) presents a structural model of commodity futures prices that generates a rich variety of term-structure shapes and dynamics. A…

Turning Excel Workbooks into AI-Readable Data with an MCP Server

Python

LLM

AI

MCP

Tutorials

Teaching

Excel is still where business logic lives. Pricing models, risk calculations, and financial projections accumulate over years in workbooks that no single person fully…

Simple Julia Code To Understand Merger Arbitrage Payoff

Julia

Functional Programming

Teaching

Tutorials

A simple model to calculate merger arbitrage payoff. By varying the input parameters like offer ratio will help students understand the payoff structure.

Project Euler: Problem 2

Julia

Functional Programming

Teaching

Tutorials

The report also available at: Project Euler Problem 2

Estimating Pi through Monte Carlo Simualtion

Julia

Functional Programming

Teaching

Tutorials

The report also available at: estimating pi through monte carlo simualtion