Summary
Overview
Work History
Education
Skills
Core Skills
Timeline
Generic

Sneha Susan Varghese

Data And AI Professional
Round Rock,TX

Summary

Senior Data & AI professional with 9+ years of experience building scalable data platforms and analytics products in enterprise financial environments. Skilled in data modeling, KPI design, and AI-enabled solution development using SQL, Python, Snowflake, Spark, and Tableau. Systems-focused professional who translates complex business needs into measurable, production-grade data products that drive operational efficiency and revenue impact.

Overview

10
10
years of professional experience
6
6
years of post-secondary education

Work History

Subject Matter Expert: Technical Product Owner

LPL Financials LLC
Austin, TX
01.2020 - 01.2026
  • Owned & developed contact center data products, architecture supporting analytics, reporting, & operational decision-making across enterprise stakeholders.
  • Led implementation of a third-party speech analytics product, defining product requirements and configuring 300+ metadata elements and KPIs to ensure consistent data capture, standardization, and downstream usability.
  • Developed and implemented a dynamic agent ranking algorithm leveraging business performance metrics independent of interaction volume, increasing performance transparency, improving incentive alignment, and driving a 20% uplift in productivity and 15% improvement in KPI attainment across the contact center.
  • Designed and operationalized data pipelines from Snowflake to external vendors, enabling reliable and scalable data consumption for analytics use cases.
  • Provided product and domain leadership for an in-house data lake initiative, defining data models, entity relationships, and mappings between UI elements and backend Snowflake fact tables.
  • Established data governance and quality frameworks using Python to improve data consistency and trust across non-integrated downstream systems.
  • Collaborated with stakeholders during mergers and new module launches to identify critical data requirements and mapped data flow with the addition of new modules.
  • Delivered interactive dashboards and insights (Tableau, Dossier) to surface call driver analysis, performance trends, and operational risks.
  • Designed and implemented a data-driven call volume segmentation framework aligning advisor tiers to call intent and SLA requirements, optimizing routing and workload distribution to improve SLA adherence, advisor utilization, and overall operational efficiency.

Graduate Instructional Assistant

Texas State University
San Marcos, TX
09.2019 - 05.2020

Assisted faculty with database course classroom of 150+ students with instructional materials development and grading.

Automation Test Expert

Navigate Consulting
Pune, India
07.2017 - 06.2019
  • Supported enterprise clients by translating business and functional requirements into testable data and system scenarios.
    • Contributed to API-based data access by implementing REST API integrations and parsing JSON responses to support downstream validation and ensuring 100% analytics needs are met

Software Test Analyst

Hong Kong and Shanghai Banking Corporation
Pune, India
08.2015 - 06.2017
  • Translated client and business requirements into reusable automation components, improving test coverage and execution efficiency to a 99%
    Verified the System Integration covers functional and data requirements

Education

Master of Science - DATA ANALYTICS & NFORMATION SYSTEMS

Texas State University
08.2019 - 06.2021

Bachelor of Science - Computer Engineering

University of Mumbai
08.2011 - 06.2015

Skills

  • Product discovery
  • Requirements definition
  • Backlog prioritisation
  • Roadmap support
  • Stakeholder alignment
  • Data governance
  • Metrics & KPIs
  • Vendor management
  • JIRA
  • Confluence
  • Visio
  • LucidChart
  • Smartsheet
  • Data platforms
  • Analytics products
  • Speech analytics
  • Data pipelines
  • Data modelling
  • Forecasting
  • Supervised learning
  • Unsupervised learning
  • NLP fundamentals
  • Recommender systems
  • Python
  • Spark
  • R
  • SQL
  • Snowflake
  • SAP HANA
  • MAPR
  • REST APIs
  • PowerShell
  • Tableau
  • Dossier

Core Skills

Product discovery, Transforming problem statements into requirements definition (PRDs), Backlog prioritization, Roadmap support, Stakeholder alignment, Data governance, Metrics & KPIs, Vendor management, JIRA, Confluence, Visio, LucidChart, Smartsheet, Data platforms, Analytics products, Speech analytics, Data pipelines, Data modeling, Forecasting, Supervised & unsupervised learning, NLP fundamentals, Recommender systems, Python, Spark, R, SQL, Snowflake, SAP HANA, MAPR, REST APIs, PowerShell, Tableau, Dossier, English, Hindi, Marathi, Malayalam

Timeline

Subject Matter Expert: Technical Product Owner

LPL Financials LLC
01.2020 - 01.2026

Graduate Instructional Assistant

Texas State University
09.2019 - 05.2020

Master of Science - DATA ANALYTICS & NFORMATION SYSTEMS

Texas State University
08.2019 - 06.2021

Automation Test Expert

Navigate Consulting
07.2017 - 06.2019

Software Test Analyst

Hong Kong and Shanghai Banking Corporation
08.2015 - 06.2017

Bachelor of Science - Computer Engineering

University of Mumbai
08.2011 - 06.2015
Sneha Susan VargheseData And AI Professional