How to Boost Performance and Reduce Costs with Stateful Feature Backfill in Apache BeamThis blog is co-authored by Ratul Ghosh, staff software engineer; Harish Nagu Sana, staff software engineer; and Vijay Kulkarni, senior…Ratul Ghosh·Added Oct 8, 2024·8 min readRatul Ghosh·Added Oct 8, 2024·8 min read
Intuit Presents Innovative Approach to Quantifying LLM Uncertainty at EACL 2024SPUQ: Perturbation-Based Uncertainty Quantification for Large Language ModelsXiang Gao·Added Apr 29, 2024·5 min readXiang Gao·Added Apr 29, 2024·5 min read
How to Streamline ML Model Deployment? Automated Sanity Checks.It’s likely you’ve run into this. You’ve created a machine learning (ML) model and trained it with plenty of data. Validation results look…Mehdi Mohammadi·Added Apr 28, 2023·7 min readMehdi Mohammadi·Added Apr 28, 2023·7 min read
Numaproj — Driving Dev Velocity with Real-time Analytics, AIOps on KubernetesIntroducing a new set of open source AIOps tools from IntuitPratik Wadher·Added Oct 5, 2022·3 min readPratik Wadher·Added Oct 5, 2022·3 min read
Data X-ray: Automated Data Quality Analysis Tool Streamlines Feature Selection Process for Machine…This blog post is co-authored by Lin Tao , Data Science Group Manager; Hao Zheng , Machine Learning Engineer; and Yan Qu , Data Science…Lin Tao·Added Apr 28, 2022·5 min readLin Tao·Added Apr 28, 2022·5 min read
How to Drive the Right Outcomes with AI for Your ProductsAI practitioners are all too familiar with statistics that over 80% of AI projects fail. A lot has been said about what organizations and…Alex Zhicharevich·Added Mar 21, 2022·7 min readAlex Zhicharevich·Added Mar 21, 2022·7 min read
The Intuit Data JourneyAccelerating Development of Smart, Personalized Financial Products & ServicesMammad Zadeh·Added Jan 8, 2021·11 min readMammad Zadeh·Added Jan 8, 2021·11 min read
Machine Learning on Encrypted Data: No Longer a FantasyLearn how an Intuit research team approaches private Machine Learning challenges using cutting edge cryptography.Yaron Sheffer·Added Mar 5, 2020·6 min readYaron Sheffer·Added Mar 5, 2020·6 min read
Building a Financial Document Understanding PlatformHow Intuit is deploying AI to eliminate data entry from financial documentsJoy Rimchala·Added Nov 15, 2019·11 min readJoy Rimchala·Added Nov 15, 2019·11 min read
Navigating the Sea of ExplainabilitySetting the right course and steering responsiblyJoy Rimchala·Added Oct 16, 2019·14 min readJoy Rimchala·Added Oct 16, 2019·14 min read
