Data Scientist
Illinois, United States
IME is a US-based company operating in the wholesale and e-commerce sectors. During my employment, I took an active role in the following tasks.Exploratory Data Analysis (EDA):-Directed comprehensive data exploration and integration processes.-Executed Python-based exploratory data analysis and feature engineering.-Identified additional data collection opportunities and potential analytical explorations.Revenue Analysis:-Conducted revenue analyses across various time frames (daily, weekly, monthly) and geographic regions (country, city).-Performed profitability analysis and examined canceled orders to identify optimization opportunities.-Developed impactful visualizations using Tableau and Power BI to support strategic decision-making.Product Analysis:-Analyzed product categories and sales by region.-Conducted private label analysis, A/B testing, and effect size analysis.-Created insightful visualizations using Tableau and Power BI to inform strategic decisions.Page Interaction Analysis:-Analyzed page view data and its correlation with sales to provide key insights for enhancing user engagement.-Projected page views and created visualizations using Tableau and Power BI.Machine Learning - Deep Learning Tasks:-Deployed time series models to forecast future revenue and profitability.-Conducted basket analysis using machine learning algorithms.-Performed sentiment analysis on product reviews and developed recommendation systems.-Developed image classification models for product categorization using computer vision.-Implemented chatbots, spatial duration analysis, RFM and cohort analysis, and real-time emotion detection models.