ThePredictiveDev

Amortization-Engine

A simple loan payment calculator coded in cpp as introduction to cpp for finance

Automated-Financial-Market-Trading-System

This project is a Python-based trading simulator that allows users to simulate trading strategies, manage an order book, and interact with a mock trading environment using various algorithmic traders. The simulator includes a FIX (Financial Information eXchange) protocol handler, a market-making algorithm, and synthetic liquidity generation.

CFD-Based-Maze-Solver

Using a simple diffusion based model to simulate fluid flow and solve a simple maze

Company-Rating-Calculator

A simple script to calculate the rating and default spread of a company based on the interest coverage ratio

DCF-Automator-Program

Automates the reduntant calculations required in a DCF and gives immense user input control making sure you provide the shareholders with accurate valuationd

Highly-Complex-RL-and-Heuristics-Based-Population-Simulators

Population Simulators of Various Complexities Ranging from Just Birth and Death to Proper Civilization Models

Melanoma-Detecting-CNN

A Project where I developed a convolution neural network to detect whether a skin tumor is malignant or benign based on the image of the tumor

Modern-Portfolio-Theory-in-Python

This project implements MPT in Python to help investors optimize their portfolio by finding the ideal combination of assets for their investment. The primary goal is to create a portfolio that maximizes return and minimizes risk.

Optimal-Execution-Model-with-Stochastic-Control

Optimal trade execution using the Almgren–Chriss stochastic control framework with illustrative notebooks.Optimal trade execution using the Almgren–Chriss stochastic control framework with illustrative notebooks.Using Stochastic Control especially the Almgren-Chriss framework

Option-Pricing-Models-and-Pricing-Display-Tool

A comprehensive Python-based tool for real-time option pricing and analysis. This project integrates various option pricing models, including Black-Scholes, Binomial Tree, Monte Carlo, Heston, Merton Jump Diffusion, Hull-White, and Trinomial Tree models. It also provides detailed calculations of the Greeks and volatility measures

ThePredictiveDev/Automated-Financial-Market-Trading-System

This project is a Python-based trading simulator that allows users to simulate trading strategies, manage an order book, and interact with a mock trading environment using various algorithmic traders. The simulator includes a FIX (Financial Information eXchange) protocol handler, a market-making algorithm, and synthetic liquidity generation.

ThePredictiveDev/Modern-Portfolio-Theory-in-Python

This project implements MPT in Python to help investors optimize their portfolio by finding the ideal combination of assets for their investment. The primary goal is to create a portfolio that maximizes return and minimizes risk.

ThePredictiveDev/Optimal-Execution-Model-with-Stochastic-Control

Optimal trade execution using the Almgren–Chriss stochastic control framework with illustrative notebooks.Optimal trade execution using the Almgren–Chriss stochastic control framework with illustrative notebooks.Using Stochastic Control especially the Almgren-Chriss framework

ThePredictiveDev/Option-Pricing-Models-and-Pricing-Display-Tool

A comprehensive Python-based tool for real-time option pricing and analysis. This project integrates various option pricing models, including Black-Scholes, Binomial Tree, Monte Carlo, Heston, Merton Jump Diffusion, Hull-White, and Trinomial Tree models. It also provides detailed calculations of the Greeks and volatility measures

ThePredictiveDev/Amortization-Engine

A simple loan payment calculator coded in cpp as introduction to cpp for finance

ThePredictiveDev/CFD-Based-Maze-Solver

Using a simple diffusion based model to simulate fluid flow and solve a simple maze

ThePredictiveDev/Company-Rating-Calculator

A simple script to calculate the rating and default spread of a company based on the interest coverage ratio

ThePredictiveDev/DCF-Automator-Program

Automates the reduntant calculations required in a DCF and gives immense user input control making sure you provide the shareholders with accurate valuationd

ThePredictiveDev/Dino-Playing-RL-Agent-Using-DQN

Using screen captured frames from the computer as input, we train an RL agent using the DQN algorithm with the CNN policy to play the Dino Game

ThePredictiveDev/EMA-Based-Trading-Strategy-in-Python

Writing a simple algorithm to generate trading signals based on fast and slow exponential moving average crossover

ThePredictiveDev/Financial-News-Classifier-Using-Conv1D-NN

Used a Conv1D Neural Network to Create a Financial News Classifier with 98% accuracy

ThePredictiveDev/Heston-Stochastic-Volatility-Model

Implementation of the Heston Stochastic Volatility Model in Python along with it's Monte Carlo Simulation

ThePredictiveDev/Highly-Complex-RL-and-Heuristics-Based-Population-Simulators

Population Simulators of Various Complexities Ranging from Just Birth and Death to Proper Civilization Models

ThePredictiveDev/HRL-Based-Autonomous-Trading-Bot

Applying different RL Methodologies and Algorithms in Finance

ThePredictiveDev/LLM-Model-From-Scratch

Coded a basic LLM model from scratch using Transformer

ThePredictiveDev/Melanoma-Detecting-CNN

A Project where I developed a convolution neural network to detect whether a skin tumor is malignant or benign based on the image of the tumor

ThePredictiveDev/Super-Mario-Playing-Agent-Using-PPO

An agent trained using the principles of SPTDL using PPO RL algorithm on a CNN.

ThePredictiveDev/LSTM-Based-regime-selection-and-rule-set-based-signal-generation