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Pranav Sanotra's Projects

digit_recognition_neuralnetworks icon digit_recognition_neuralnetworks

Digit Recognition using a Neural Network is a prediction tool which employs the capabilities of Tensorflow, Keras for developing sequential neural networks for predicting correct digits from a Handwritten Digits Dataset. The model utilizes Matplotlib & seaborn for seamlessly visualizing Data.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fullstack_realestate_predictive_analytics icon fullstack_realestate_predictive_analytics

Real Estate Prediction aims to develop a predictive analytics tool to predict Real Estate housing prices in Bengaluru. The tool utilizes techniques like Data cleaning, Feature Engineering, EDA and Regression Model development to predict prices against user inputs.

gpt-3_earningcallsandinvestorreports_analyzer icon gpt-3_earningcallsandinvestorreports_analyzer

GPT-3 Earning calls & Investor Reports Analyzer is a LLM tool engineered to analyze Earning Calls, Investor Reports & Financial transcribed documents. Powered by OpenAI's GPT-3 model for in-depth analysis and Microsoft Azure for data storage & retrieval.

llama2_instructfinetuning icon llama2_instructfinetuning

This project implements supervised fine-tuning of Llama-2 Large Language Model for generating email responses to inputs by incorporating an Instruction Fine-tuning layer. The model is quantized for efficient inference and utilizes LoRA for low-memory training.

llama3_insurancecallanalyzer icon llama3_insurancecallanalyzer

Insurance Call Analyzer is a powerful tool which uses the "Llama3-70B-Instruct" by Meta to analyze call conversations between Insurance agents and clients for compliance check, Entity extraction and much more.

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