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Ken's Projects

distributions-for-investments icon 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.

event-seating-optimizer icon event-seating-optimizer

Python code to optimize event seating. Supports multiple tables of different sizes. Optimizes arrangements based on pair-wise scores.

finance-tools icon finance-tools

A collection of tools used for finance. Mortgage calculators, investment projections, rent vs buy, budget tracking, retirement planning etc.

llm-fine-tuning icon llm-fine-tuning

For this project, I fine-tuned two separate models for three tasks: document summarization, dialogue summarization and text classification

monte-carlo-for-investments icon 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.

quant-var icon quant-var

Monte Carlo Value-at-Risk | Conditional Value-at-Risk

resume-matching-to-job-rss-feed icon 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)

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