kaushi99 Goto Github PK
Name: KAUSHIK RAMNATH
Type: User
Bio: Quantitative Finance enthusiast
KAUSHIK RAMNATH's Projects
data-science-projects
Involved in various data modelling and data extraction process.
hotel-chatbot-using-rasa
modern-portfolio-theory
Analyzed the top stocks of Warren Buffet's portfolio using the Markowitz model. The model has performed well, resulting in the Sharpe ratio of 1.14 and the Expected return of 27%. The optimal portfolio was on the Efficient Frontier line
nifty50-prediction-models
My work tries to predict the price movements of NIFTY50 index values using mathematical time series models and other machine learning models using Python.
option-pricing-and-strategies
Developed a Python program that calculates the price of both calls and put options using methods like Monte Carlo Simulation, Black Scholes Model, Cox-Ross-Rubinstein and Jarrow-Rudd. Strategies like Butterfly spread and Iron condor was also implemented.
pair-trading-using-statistics-
Used Supervised Machine Learning algorithms and Statistics in Pair Trading using Python to automate this trading strategy in the Indian market.
stock-prediction-using-markov-chains-
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