Raj Katakam
Employers on the program
- 2022–2026Intuit3 talks
- 2022Credit Karma1 talk
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- Beam Summit
- Airflow Summit
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Jun 22, 2026 | Beam Summit 2026 | Beam Summit | speaker | Beyond the Black Box: How Intuit Credit Karma Runs ML Explainability for 140M Members with Beam as Intuit Credit Karma Everyone talks about explainable AI. Almost no one runs it at scale in production. The dirty secret of ML explainability is that it’s easy in a notebook and…Show lessEveryone talks about explainable AI. Almost no one runs it at scale in production. The dirty secret of ML explainability is that it’s easy in a notebook and brutally hard in the real world. Feature attribution libraries are compute-intensive and don’t parallelize out of the box. Models retrain... | SlidesVideo |
| Jul 8, 2025 | Beam Summit 2025 | Beam Summit | speaker | Leveraging Apache Beam for Enhanced Financial Insights as Intuit Credit Karma Credit Karma leverages Apache Beam to address a broad spectrum of data processing requirements, particularly real-time data transformation to bolster machine…Show lessCredit Karma leverages Apache Beam to address a broad spectrum of data processing requirements, particularly real-time data transformation to bolster machine learning models. Key applications include: preprocessing data and constructing graphs for live model scoring, large-scale ETL (Extract,... | SlidesVideo |
| Jul 18, 2022 | Beam Summit 2022 | Beam Summit | speaker | Vega: Scaling MLOps Pipelines at Credit Karma using Apache Beam and Dataflow as Intuit Credit Karma At Credit Karma, we enable financial progress for more than 100 million of our members by recommending them personalized financial products when they interact…Show lessAt Credit Karma, we enable financial progress for more than 100 million of our members by recommending them personalized financial products when they interact with our application. In this talk we are introducing our machine learning platform that uses Apache Beam and Google Dataflow to build... | Video |
| May 23, 2022 | Airflow Summit 2022 | Airflow Summit | talk | Vega: Unifying Machine Learning Workflows at Credit Karma using Apache Airflow as Credit Karma At Credit Karma, we enable financial progress for more than 100 million of our members by recommending them personalized financial products when they interact…Show lessAt Credit Karma, we enable financial progress for more than 100 million of our members by recommending them personalized financial products when they interact with our application. | Video |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Israel Herraiz | 4 | — | 2026 |
| Charles Adetiloye | 3 | — | 2026 |
| Danny McCormick | 3 | — | 2026 |
| Jack McCluskey | 3 | — | 2026 |
| Kenneth Knowles | 3 | — | 2026 |
| Debasish Das | 2 | 2 | 2022 |
| Ahmed Abualsaud | 2 | — | 2026 |
| Claude van der Merwe | 2 | — | 2026 |
| JB Onofré | 2 | — | 2026 |
| Ryan Wigglesworth | 2 | — | 2026 |
| Shunping Huang | 2 | — | 2026 |
| Tom Stepp | 2 | — | 2026 |
| Yi Hu | 2 | — | 2026 |
| Devon Peticolas | 2 | — | 2025 |
| Konstantin Buschmeier | 2 | — | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.