Abhinav Kumar

About Abhinav Kumar

Data Science professional with 8 years of in-depth analytical consulting experience across retail, health insurance and customer service industries. Experience in functions such as casual inference, segmentation, offer recommendation, assortment planning and customer insights. Keen interest in solving business problems by leveraging math, data and technology. Was responsible for • Delivering high impact analyses for senior executives of large organizations to enable data driven decision making • Mentoring and guiding young analysts while also providing technical training• Performing project management activities to drive optimization initiatives by collaborating with teams across design, technology and operationsSkills: • Tools - Python (NumPy, Pandas, Scikit-Learn), R, SQL, SAS Enterprise Guide, VBA, MS Office, Tableau, Power BI• Big Data Platforms - Hadoop, Hive, Spark, Pig, AWS • Supervised Machine Learning - Linear Regression, Logistic Regression, Decision Tree, K-Nearest Neighbor, Support Vector Machine, Random Forest, Boosting methods, Neural Networks (CNN, RNN, LSTM) • Unsupervised Machine Learning - Association Rule Mining, Latent Dirichlet Allocation, Clustering techniques like k-means, k-prototype, DBSCAN, Gaussian Mixture Model and Hierarchical clustering

Experience

1. Analytics Manager Ii

   耐克

   Jan 2023 — Present · Beaverton, OR, US

Education

• UMN Carlson School of Management

  Master of Science - MS, Business Analytics

  2018 — 2019

• National Institute of Technology, Tiruchirappalli

  Bachelor of Technology - BTech, Chemical Engineering

  2009 — 2013