Jashan Singh Banga
Data scientist, Nestlé | UMN MSBA \'23 | ex- ZS
- Role
- Data Scientist at Nestlé
- Location
- Arlington, VA, US
- LinkedIn followers
- 500 followers
About Jashan Singh Banga
Data Science professional with 3+ years of experience in analytics, machine learning, and delivering strategic business insights across industries including CPG, supply chain, healthcare, and finance.• Passionate about helping organizations make data-driven decisions through scalable analytics and ML solutions• Proven track record of driving cost savings and operational efficiency through end-to-end data science projects• Experience with predictive modeling, simulation, optimization, and advanced data visualization• Comfortable collaborating cross-functionally and communicating complex findings to diverse stakeholdersSkill sets: Python, SQL, R, Spark, PowerBI, Tableau, Databricks, MLOps, GenAI, Machine Learning, Deep Learning, Statistical Analysis, Big Data AnalyticsOutside work, I prioritize a healthy lifestyle, enjoy working out, and love spending time in nature.
Experience
Data Scientist
Jun 2023 — Present · Arlington, VA, US
Led a network resiliency optimization initiative with the Procurement team to identify supplier, plant, and inventory bottlenecks - ensuring operational continuity during multi-day disruptions and enabling $5M in annual strategic cost avoidance across Nestlé US- Developed a Digital Twin for Nestlé’s largest distribution center to simulate inventory, logistics, and workforce dynamics; built a labor planning app for sensitivity analysis, driving annual cost savings equivalent to ~2 FTEs- Facilitated development of integrated demand-supply planning solution to predict order timeliness and completeness by performing code reviews and collaborating with cross-functional teams resulting in $100K annual savings- Deployed advanced ML models for predictive maintenance for manufacturing and supply chain operations across 10+ Nestle distribution centers by designing data and CI/CD pipelines leveraging Azure ML for scalability- Demonstrated exceptional scalability by expanding the reach of an inventory planning analytics solution across all of Nestlé US through leadership presentations, achieving annual savings of 12.5K man hours
Education
Don Bosco High School - India
SSC
2011 — 2015
DG Ruparel College of Arts, Science and Commerce
HSC, Computer Science
2015 — 2017
UMN Carlson School of Management
Master's degree, Business Analytics
Dwarkadas J. Sanghvi College of Engineering
Bachelor of Engineering - BE, Computer Engineering
2017 — 2021
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