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Intro_doc.txt

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+Hello, My name is Rishit Arya. I am working as a Data Scientist at Walmart Global Tech India which is based in Bengaluru, India. I have a degree in Chamical Engineering from IIT BHU Varanasi. I have interest in Machine learning modelling and statistical analysis. I believe in power of data and the effect it can have in shaping the world, I am always looking for opportunities where I can explore and experience this power first hand.
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+My Contact Info : Linkedin : https://www.linkedin.com/in/rishit-arya/
+email : aryarishit312@gmail.com

Projects.txt

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+I have two personal projects here, American type option pricing through modified Black Scholes model and Resume chatbot.
+For Resume chatbot, which is this bot, I finetuned mistral model using Qlora technique and used RAG to give the chatbot all context related to me.
+For pricing american type options using a modified Black Scholes model, I Created Monte Carlo Simulations of the Black Scholes pricing model to estimate prices of American-type options
+then formulated criteria for determining the early exercise of simulations and as a result reduced the gap between actual and predicted price by 85% as compared to standard Black Scholes Model.