Projects and Blog
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Customer Review Dashboard
Project NLP Python Streamlit Data Science
Built an interactive dashboard in Streamlit using Python and NLP techniques (sentiment analysis, topic modeling) to analyze unstructured customer reviews, uncovering key insights for product and marketing strategy.
Data Backed Referral Model
Project Data Science Modeling Analytics
Developing a novel data backed referral model to come up with optimal referral bonus.
Customer Conversion Prediction
Project Machine Learning Supervised Learning Predictive Analytics
Built a predictive supervised machine learning model to predict if a user installing the app will result in conversion. Achieved 93% accuracy on test set.
NGO Impact Assessment
Project Social Impact Data Storytelling Consulting
Consulting project for VSM to help them get an insight into their program implementation and evaluation strategies. Conducted impact assessment utilizing data storytelling to streamline their grant reporting and fundraising strategy.