Himanshu Baral
Vice President, Ai-coe - Consumer Lending, Community Banking, Business Banking @Wells Fargo
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WORK HISTORY
Vice President, Ai-coe - Consumer Lending, Community Banking, Business Banking @Wells Fargo
Own vision, strategy, and delivery of machine learning, AI, and NLP model-app products. Led global teams of data scientists, data engineers, analysts, and MLOps in AI-CoE for Credit Cards, Auto Loans, Home Mortgage, Home Equity, Small Business Loans/Cards, and Personal Loans. Developed LLM (large language foundational) models, & strategy for secure enterprise adoption of LLMs, GenAI. • Delivered over $125M/year net new revenue & over $75M/year cost savings by building/deploying over 50 ML models/year. • Developed frameworks, architecture, methodology, and platforms automation and shortened model development life cycle from 8 months to 4 weeks, reduced model deployment time from 6 months to 2 weeks, and decreased model monitoring design and implementation time from 3 months to 1 week. Perfected use of DataRobot and H2O – enhanced AI productivity, scaled teams. • Improved velocity of ML model adoption by evangelizing ML models while partnering and collaborating with business executives, marketing-execution, risk, data governance, technology, and business operations leaders. • Shortened time to value by decreasing the model development life cycle (MDLC) by more than 75% by leading innovative high-impact teams in US and India through model business cases, risk certification, fast deployment, and automated monitoring. • Reduced time to value by creating Cloud Innovation Lab, deploying enterprise automation tools like DataRobot, and H2O, on-premise and in private cloud, and on industry-leading Acxiom model dev/deploy platforms, & Automated Model Monitoring App • Developed models on-premise, in Azure cloud Synapse and ML platforms, and Google Cloud ML Platform, BigQuery, & Vertex-AI. • Built marketing models: Probability of Response (deposits, cards, mortgage), and Probability of Approval (cards, mortgage, small business); Balance-Transfer, Gaming, Net-Lift models; Built Digital Marketing models in Google Cloud - doubled market share.
EDUCATION
University of Minnesota
MS, Enginering & Computer Science
Northwestern University - Kellogg School of Management
MBA, Strategy, Innovation, General and Technology Management
The University of Texas at Austin
Masters, Artificial Intelligence and Machine Learning
Indian Institute of Technology, Kharagpur
B. Tech., Mechanical Engineering
SKILLS
ABOUT HIMANSHU BARAL
I deliver business results through Artificial Intelligence, data engineering, and Big…
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