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Jonas C's Projects

e-commerce icon e-commerce

Group project using Python and data visualisation to analyse e-commerce data from an UK online retailer.

fed-funds-rate icon fed-funds-rate

This program seeks to explore the relationship between the Effective Fed Funds Rate (target variable) and the most common parameters the Fed uses to justify their rate hikes/drop decisions when communicating to public, namely personal consumption expenditures inflation, real gross domestic production growth, and unemployment rate (predictor variables). We will predict the Theoretical Fed Funds Rates based on the predictor variables and compare that with the current interest rates, to have a general sensing of how far behind the Fed is lagging in their set interest rate.

flant5 icon flant5

Leveraging on Google's Flan_T5 with pre-training on Yahoo dataset

ibkr_api icon ibkr_api

Extracting live options pricing using IBKR's API and ib_insync module

ml icon ml

Predicting stock prices using CatBoost

options-code icon options-code

This code backtests the performance of SPY vertical bull put spreads from Jan 2022 to May 2022

trade-scanner icon trade-scanner

This program scans for options trades (real-time) based on a certain criteria

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