About

Prateek Singal is a highly self-driven and passionate Data Science Enthusiast with over 5 years of experience in the Consulting/Analytics industry. He is currently working as a Senior Applied Data Scientist for a leading Asian Retailer where he incorporates statistical techniques, machine learning, and business knowledge to build and strengthen the customer base. Prateek is skilled in customer insights such as quantitative analysis, segmentation, story-telling, strategic and tactical recommendations, demand prediction, shopping missions, retail promotions recommender, and inventory optimization. He also possesses expertise in new age technologies such as Hadoop, Python/Pyspark, SQL, R, OOPS Concepts, Tensorflow, Gitlab, WPS, Tableau, and PowerBI. Prateek has a Bachelor of Technology degree in Electronics and Communications Engineering from Jaypee Institute of Information Technology, Noida, and an Advanced Management Program in Business Analytics (AMPBA), Data Science, and Analytics from Indian School of Business. He has worked with several organizations in the past, including Karvy Analytics Limited and Ericsson, where he delivered projects/prototypes across the spectrum of functional areas individually. His work involved business problem understanding, data extraction, data merging, feature engineering, quality KPI definition, quick prototyping, solutioning, statistical modeling, and performance evaluation. Prateek's tech stack includes Data Science, Research Scientist, SQL, ML, Python, AWS, Deep Learning, NLP, Tensorflow, Pytorch, SVM, Sagemaker, CNN, RNN, AI, Word2Vec, Parts-of-speech, Spark, Scikit, Big Data, test, Pandas, ETL, Backend, Web, and Apache Hive. He is highly skilled in machine learning techniques/algorithms, deep learning, and CNN/RNN architecture. Prateek also possesses excellent knowledge of database design, implementation, automation, and optimization, and writing generic and efficient procedures. Prateek is a highly collaborative individual who promotes a culture of continued innovation with a high degree of passion and collaboration. He is an excellent team player and possesses excellent communication skills.