Selected Work

An open grid of research and implementations in data science, machine learning, and AI. Each project represents a specific challenge solved through technical precision and analytical rigor.

How Data Can Help Delhi Breathe Again

Data AnalysisPythonPlotlyPandasMatplotlibSeaborn

Developing a data-driven narrative for AQI levels in Delhi, using data from various data sources for determining possible reasons

Code Medium

Customer Segmentation For Online Retail Store

ClusteringPythonScikit-LearnStreamlitMachine LearningRFM Analysis

A Customer Segementation Project Analyzing Different Clustering Algorithms, Predicting Clusters, & Deploying on Streamlit

Code Live Medium

Flipkart Webscraping for NLP Sentiment Analysis

Product AnalyticsPythonWeb ScrapingSeleniumAutomationNLP

A Selenium Web Scraping Tool for Extracting Product Info and Reviews for NLP

Code Medium

Financial Transactions Analysis & Credit Limit Prediction

Data EngineeringRMachine LearningFinancial AnalysisTime Series

Analyze, visualize, and predict financial behaviors using real-world transaction data. This R project uncovers insights into spending patterns, debt, credit utilization, and demographic trends, and predicts credit limits with machine learning.

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Market Munch

SERP APIData AnalysisPythonStatsmodelsForecasting

Market Munch: A data-driven project that analyzes U.S. restaurant market conditions to help entrepreneurs and investors identify the best opportunities for opening new restaurants or takeout businesses

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Hatespeech Detection

NLTKScikit-LearnPythonSentiment AnalysisMachine LearningFlaskPostman

Developing a Flask-based web application for detecting hateful speech using a dataset from Kaggle

Code Live Medium

A Candlestick Image Classifier

FinancePythonVision TransformerHugging FaceDeep LearningMachine LearningStocks

A Deep Learning ViT Custom Trained Model For Candlestick Pattern Recognition

Code Medium HF

Financial Tweets Sentiment Classification Using Hugging Face Models

FinancePythonTransformer ModelHugging FaceDeep LearningMachine LearningStocksNews

A sentiment classification model for financial tweets and news.The model predicts whether a tweet is bullish, bearish, or neutral

Code Medium HF

A Reels Recommendation Algorithm

OOPPythonAlgorithmsData StructuresReels RecommendationStreamlit

A recommendation system that suggests personalized Instagram Reels using graph algorithms and efficient data structures. The system combines social network analysis, content-based filtering, and engagement metrics to provide relevant recommendations

Code Live Medium