Ken's repositories
crypto-ensemble-model-predictions
Deep learning LSTM Ensemble methods to predict bitcoin closing prices and simple trading strategy
monte-carlo-for-investments
This repository contains code to select the optimal portfolio weights for a portfolio using a monte carlo simulation. The efficient frontier is calculated & plotted for an arbitrary set of securities.
distributions-for-investments
This project explores the distributions and their applications for investments finance. Examples of generating random variables and plotting their probability density and cumulative probably distributions are provided using python.
finance-tools
A collection of tools used for finance. Mortgage calculators, investment projections, rent vs buy, budget tracking, retirement planning etc.
resume-matching-to-job-rss-feed
In this project, I scrape a job search board and calculate and visualise matches to my resume+cover letter using Natural Language Processing (NLP)
event-seating-optimizer
Python code to optimize event seating. Supports multiple tables of different sizes. Optimizes arrangements based on pair-wise scores.
market_predictions
An ensemble method to predict closing prices for crypto currencies
movie-analysis-twitter-sentiment
A project to analyze sentiment towards movies before and after their release using twitter data
LLM-fine-tuning
For this project, I fine-tuned two separate models for three tasks: document summarization, dialogue summarization and text classification