Hello! 👋
I am Gaurav.

I am a python developer and data analyst based in Gurgaon, India.
My work includes application of statistics, data analysis and machine learning to analyze data, identify patterns, extract knowledge and insights from it.

get in touch

recent projects 🚀

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Project #1: Reddit's Most Talked about Stocks

Preprocessing API data from reddit related to sentiments of the discussions on stocks and then bulding a dashboard based on the data.

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Project #2: Bayesian A/B Testing

Designed experiments to check outcomes of competing scenerios and then used statistical techniques to provide implementation strategies.

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Project #3: Predictive Modelling on Cardiovascular Data

Predictive modeling for heart disease prediction using ensemble technique random forest

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Project #4: Time Series Analysis For Stock Price Movements

Time series analysis comparison between varoius ML models viz FB Prophet, statsmodels and XGBoost model

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Project #5: Sentiment Analysis on Twitter Data

Sentiment classification on tweets

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Project #6: Machine Learning Model Development & Deployment on Heroku

Developed a ML model to predict breast Cancer and deployed using Flask and Heroku

blog posts 📄

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Blog #1: How k-Means Algorithm Helps with Fake Banknote Identification

Fake currency identification using K-Means clustering algorithm

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Blog #2: Concurrency in Python Programming

Primer on threads vs processes, asyncio, and the GIL in python programming language

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Blog #3: Polars Library for Fast Data Science

Polars is developed in Rust making it one of the fastest library to be able to do fast processing

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Blog #4: Bayesian Optimisation for Hyperparameter Tuning

Bayesian optimisation for hyperparameter tuning for XGBoost regressor model

tools 👨‍💻

SQL

pandas

matplotlib

seaborn

jupyter

Anaconda

tableau

power-bi

apache spark

flask

MongoDB

Git

Hugging Face Transformers

AWS