Deepak Sai Nurgoor Email & Phone Number

United States

Leading large-scale demand forecasting and optimization projects for a major grocery and retail chain, utilizing advanced machine learning models to address complex business challenges.Scaling time series models with Python, Spark, SQL, and Databricks applying techniques such as Linear & Logistic Regression, Decision Trees, Random Forests, PCA, Gradient Boosted Trees, Transformers, and Optimization.Orchestrating large-scale models using Databricks, building and maintaining robust ML pipelines, overseeing seamless deployment, monitoring, and optimization of models in live environments. Integrating CI/CD processes into ML workflows, ensuring continuous delivery and scaling of machine learning models.Collaborating with cross-functional teams to ensure machine learning solutions align with business objectives and deliver measurable impact. Driving innovation by leveraging advanced machine learning techniques to improve forecast accuracy, operational efficiency, and profitability.Overseeing the full lifecycle of data science solutions, from development to production, ensuring high performance and alignment with business goals. Leading initiatives that combine technical expertise and strategic insights to accelerate business growth and improve decision-making processes.

United States

Led end-to-end product and customer analytics for a top e-commerce platform, focusing on the ‘Top Star’ loyalty program. Utilized PySpark and SQL to analyze large transaction datasets, generating insights that informed Tableau dashboards for monitoring program performance.Developed a synthetic control group approach and a lookalike analysis framework to identify high-value customers, enhancing acquisition strategies. Conducted A/B testing for promotional campaigns, linking user attributes to promotion effectiveness, which improved targeting and engagement.Pioneered a scalable framework for customer lifetime value (CLV) estimation, boosting revenue accuracy for promotions and revitalizing a legacy gift card business through strategic customer segmentation.

• Creating the database of S&P 500 companies by collecting data from various sources by using web scraping.• Extracting key information and interpreting communication styles from the financial documents using text analytics.

Bengaluru, Karnataka, India

• Played a major role in the development of a Multi-purpose Recommendation Engine built on the top of MLops framework that accelerates onboarding of clients’ use cases and process customization.• Implemented multiple algorithms in the recommender system including User-based collaborative filtering, Surprise library-based NMF, SVD, and several other sci-kit library classification algorithms.• Scaled up the platform using Dask framework to handle large data sets and enabled parallel processing capability.• Devised a novel approach to tackle cold-start and long-tail problems in recommender systems.• Enabled real-time recommendations feature by implementing reinforcement-learning based algorithm.• Defined and implemented several performance ance business metrics for evaluation and model monitoring of the recommender system.

Chennai, Tamil Nadu

• Pioneered a project on machine learning, Ideated and built an Intelligent File Retrieval System from scratch which learns from the historical and current usage and feedback from the users and predicts a set of probable impacted files or code components within the codebase for an incoming business requirement or a change request. • Implemented various modules in the tool, namely, Natural Language Processing (NLP) module for keyword extraction from the change request text using nltk library, hierarchical clustering module using sci-kit learn, & matrix decomposition techniques using custom code.

Chennai, Tamil Nadu

• Developed a Static Code Analysis tool in Core Java, which analyses the code quality of the programs written in Pro*C language. The source code is parsed using ANTLR (ANother Tool for Language Recognition) to produce syntax trees and they are checked programmatically for syntax rules in Java.

Bachelor Of Technology - Btech, Chemical Engineering

Activities and Societies: Sponsorship and Industrial Relations - Head, ChES (Chemical Engineering Society) 2015 - 2016• B.Tech Thesis.

Master Of Science - Ms, Business Analytics And Data Science