Shaina Nair
Data Scientist @ RS Americas | Prev - KPMG,CRA,Bell | MS Data Science | Texas A&M
- Role
- Data Scientist at RS Americas
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Shaina Nair
Howdy! I’m Shaina - a Data Scientist currently working at the intersection of machine…
Experience
Data Scientist
Jan 2025 — Present · Houston, TX, US
Used ML and data analysis to identify the elasticity and price sensitivity for parts whilst performing margin uplifts. Developed an attribute-based SKU matching framework to identify cost- effective alternatives leveraging weighted attribute scoring and match percentage calculations to reduce tariff-related costs • Integrated predictive analytics using Python (Pandas, scikit-learn) with pricing platforms such as Blue Yonder and PriceFXto identify inefficiencies and recommend actionable pricing adjustments.• Created interactive PowerBI and QlikView dashboards and reports to visualize key pricing insights, enabling stakeholders to monitor KPI’s and track optimization impacts. • Developed ML models like Ridge regression, LSTM, DBSCAN and Q-Learning to optimize pricing strategies, leveragingadvanced analytics to improve profit margins by 10% through historical sales data and market trend analysis.
Education
Manipal Institute of Technology
Bachelor of Technology, ECE ; Minor - Data Science
2017 — 2021
Texas A&M University
Master's degree, Data Science
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