Sahana Subramanian
Lead Data Scientist at Salesforce
- Role
- Lead Data Scientist at Salesforce
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Sahana Subramanian
Far better an approximate answer to the right question, which is often vague, than an exact answer to the wrong question, which can always be made precise.” - John TukeyI am a seasoned Senior Data Scientist with extensive experience in spearheading impactful data projects aimed at driving business growth and enhancing customer experiences. My career has been dedicated to leveraging advanced statistical models and cutting-edge technologies to address complex data challenges and achieve strategic objectives.My expertise spans various facets of data science, including statistical modeling. I have successfully led teams in the development of Bayesian regression models and the application of Monte Carlo sampling techniques to uncover significant behavior patterns in data. These capabilities have consistently contributed to data-driven decision-making and improved business outcomes.I am well-versed in building robust machine learning pipelines, particularly in the realm of deep learning using TensorFlow. This proficiency has allowed me to rank agent quality and caller responsiveness, resulting in substantial enhancements in agent-customer pairing quality and call outcomes. Additionally, I possess strong feature engineering skills, enabling me to extract valuable insights from textual data and efficiently handle complex categorical variables.With a solid academic foundation in Business Analytics and proficiency in a range of data science tools and languages, including SQL, Python, R, and various machine learning libraries, I am well-prepared to tackle data challenges and drive data-driven decision-making. My passion for using data science to address real-world problems fuels my commitment to exploring new opportunities where I can apply my skills and expertise to make a significant impact. Let\'s connect and explore how I can contribute to your organization\'s success through data science.
Experience
Lead Data Scientist
Mar 2024 — Present · Los Angeles, CA, US
Education
Texas McCombs School of Business
Master's degree, Business Analytics
2019 — 2020
PES University
Bachelor of Engineering - BE, Electronics and Communications
2012 — 2016
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