Deepak

About Deepak

4 years of Advanced analytics experience in Customer Loyalty domain. • Currently working with the Merchant Recommender team of American Express; Responsible for generating value to customers through personalization capabilities using best in class machine learning algorithms • Previously worked as an Analytics Consultant at Fractal Analytics for a Fortune 500 companyTechnical Capabilities • Proficient in Python and SQL. Formerly worked on R • Hands-on experience in building predictive model using Supervised (Catboost, XGBoost, GLM) machine learning techniques; Segmentation (K-means, Hierarchical) algorithms; Word Embeddings using Word2Vec models • Well-versed with Deep Learning framework with Tensorflow and Keras • Experienced in handling large datasets using Hive • Theoretical knowledge of Monte Carlo Markov Chain (MCMC) methods and Bayesian StatisticsAwards and Recognition • Received Spot awards for being quick on the block and contribution to multiple projects. • Awarded ‘Yoda’ for exceptional technical expertise and mentorship in the team at Fractal

Experience

1. Senior Data Science Manager

   American Express

   Feb 2024 — Present · Gurugram, IN

Education

• Indian Institute of Technology, Roorkee

  Bachelor’s Degree, Production and Industrial Engineering

  2013 — 2017

• Kendriya Vidyalaya AFS Begumpet

  High School, Science

  2007 — 2011

• Narayana Junior College

  High School, Science & Mathematics

  2011 — 2013

Skills

• Microsoft Office
• Data Analytics
• Autocad
• C++
• Data Science
• Finite Element Analysis
• Six Sigma
• Machine Learning
• Statistical Inference
• Teamwork
• Quality Management
• Operations Research
• Operations Management
• Matlab
• R
• Production Planning
• Minitab