Lakshmi S.
Data Science | Machine Learning| Deep Learning | Analytics | AI | Consultant & Educator
- Role
- Associate Principal - Data Science Solution Architect at Infosys Data & Analytics Practice at Infosys
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Lakshmi S.
What do I do as a Associate Principal Consultant at my Company? And where does that fit me in an Industry which has terms like AI, Analytics, Machine Learning, Data Science, Decision Scientist.etcMy answer might be a little unorthodox, but this is how I see my work. And this perspective has served me well. I take care of my end-client\'s sleep through problem-solving. What that means is, I solve my Client\'s problem in Retail \\ Telecom \\ Entertainment & Media Space. I will ensure that the problem is solved in the most optimal way in the optimal time resulting in more dollars or efficient operations or better customer satisfaction. And my Clients\' problems in Retail \\ Telecom \\ Entertainment & Media domains cuts across the following subject areas. Segmentation - Store\\Customer 2. Direct Response Modeling & Analysis 3. Returns Analysis 4. Product \\ Channel Recommendations 5. Propensity to Buy\\Cross-Sell\\Up-Sell 6. Churn Prediction 7. Next best action \\ Next best offer 8. Customer Intent prediction 9. Forecasting 10. Anomaly DetectionAnd anything in between.To solve these problems, I use any or a combination of the following methodologies 1. Quantitative Problem Solving Techniques 2. Statistical Analysis 3. Machine Learning ( Supervised & Unsupervised ) 4. Deep Learning 5. Reporting & Dashboard\'ing To implement the above, I use any or a combination of the following tools depending on the need 1. Python 2. R 3. SAS 4. Tableau or PowerBI Above solutions were delivered either in consultative formats or deployed as a service as part of the Data-Value-Pipeline in Cloud Environment(Microsoft Azure or Amazon Web Services or Google Cloud Platform) Besides the above, I also enjoy learning, learning about learning, mentoring ambitious professionals, building high-performance teams, building the business by developing sustainable solutions & frameworks and creating proposals.
Experience
Associate Principal - Data Science Solution Architect at Infosys Data & Analytics Practice
Aug 2010 — Present · Charlotte, IN
Design, develop, implement and support solutions for Retail\\Communication\\Telecom Business Problems using 1. Artificial Intelligence or2. Quantitative Business Methods or3. Statistical Modelling or4. Machine Learning.Currently working for a major Telecom Company based out of UK. Some of my previous clients include Europe based Sports Apparel Company, Leading North American Investment Bank, Leading North American Consumer Bank, Leading American Outdoors & Recreation Company, Major Indian Telecom Operator and few others.
Education
PSG College of Technology
Bachelors
Arizona State University
Masters
Arizona State University
Certificate in Applied Statistics
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