Projects
Airbnb Rental Market Analysis
Conducted data mining on the Airbnb West Coast market and built a clustering model to identify revenue drivers, with insights showcased via Tableau dashboards."
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Commercial Building Energy Optimization
Leveraged machine learning to predict HVAC energy usage for commercial buildings and enhance building energy efficiency and sustainability.
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Cognitive Stress Prediction from Sensory wearable devices
Designed and implemented a machine learning model to accurately predict stress using wearable sensor data.
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Analysis on Climate Change and impact of Green House Gas Emission
Orchestrated a ELT pipeline and built climate prediction model leveraging Google BigQuery and Cloud Composer using archived and real-time data from multiple sources.
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LinkedIn Job Posting Analysis
Designed a user-centric relational database, incorporating advanced features to optimize LinkedIn job data management, analysis, and decision-making.
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Covid19 Data Analysis
Performed data-driven Python analysis of COVID-19 infection and death rates across countries.
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Credit Risk Analytics
Build machine learning models to predict defaulter customers. Prepared Application Score Card and derived cut off Credit Score for auto approval or rejection of new customer.
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