Senior Data Analyst with experience in recommendation systems, SQL-based dashboarding, and business optimization. Also has research experience in data science, regression modeling, binary classification, and data cleanin…
Senior Data Analyst with experience in recommendation systems, SQL-based dashboarding, and business optimization. Also has research experience in data science, regression modeling, binary classification, and data cleaning, with a background in Electrical & Computer Engineering.
Performing data cleaning of large US mortgage datasets and visualize correlations and relationships between 126 features.
Building regression models to predict future trends in mortgage based on interest, payoff rates, and unemployment rates.
Testing and optimizing binary classifiers to predict whether loans will face a foreclosure or not with a 71% accuracy.
Deployed a logistic regression backed product recommendation system based on potential buyer’s age and preferred categories.
Improved the conversion rate by 0.3% (2.7% GMV increase) by usage of recommendation system (Precision: 83%).
Implemented SQL queries for category performance and deployed real time dashboards in Pakistan, Bangladesh, and Nepal.
Designed business optimization strategies based on revenue, orders, returns, and user activity leading to a 1.7% increase.
Proposed shared combination of energy production from FPCL and gas generators to minimize electricity costs by 4%.
Deployed a real time dashboard that displayed energy generation, consumption, and forecasted demand for power plants.
Translated and interpreted the logics in Programmable Logic Controllers being used in Ammonia plant used for generation.
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