Isha Sharma in

Isha Sharma

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Senior Data Scientist - Risk Analytics at Vail Systems
📍 Mountain View, California, United States

Isha is a Senior Data Scientist at Vail Systems with over eight years of experience in fraud detection and credit risk within global institutions like UBS and Credit Suisse. A graduate of the University of Chicagos Applied Data Science masters program, she builds scalable machine learning ecosystems. Colleagues describe her as dedicated, professional, and hard-working.

Driven by a passion for continuous learning, Isha frequently completes advanced specializations in Generative AI and Sustainable AI. She actively shares her knowledge, including insights from building production-style RAG systems from scratch and her thoughts on the importance of organizational behavior in business, demonstrating a commitment to professional growth and thought leadership.

She recently built a production-style Retrieval Augmented Generation (RAG) system from scratch, using real arXiv research papers to ground AI-generated answers.

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Experience
7 Years
Current Role
Senior Data Scientist - Risk Analytics
Location
Mountain View, California, United States
Personality Overview

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Communication Style
Decision Approach
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Priorities

Topics Isha cares about

Generative AI Systems
Actively building RAG systems from scratch and sharing learnings from recently completed advanced courses on building LLM applications.
Financial Risk Modeling
Her entire career is focused on spearheading high-impact initiatives in fraud detection and credit risk for major financial institutions.
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Career

Work history

10-2023 - 12-2024
Senior Data Scientist - Risk Analytics
Vail Systems
4-2023 - 8-2023
Graduate Student Researcher
CME Group
10-2021 - 9-2022
Senior Risk Analyst
UBS
5-2018 - 10-2021
Risk Analyst- Credit Risk
UBS
5-2017 - 8-2018
Deputy Manager - Wealth Portfolio Management
Kotak Mahindra Bank
In the press

Media appearances

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Education
Applied GenAI Specialization
Purdue University
Masters in Applied Data Science
University of Chicago
Social presence
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Behavioral profile

DISC profile (public)

DISC behavioral profile

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