Ashwin Kamath

Data, analytics & software. Building next generation data platforms @spectredata. #Data #AI #ML

[Ashwin Kamath @avkdata]

@shagility Thanks for having me!

[Ashwin Kamath @avkdata]

@aleksizy Cool!

[Ashwin Kamath @avkdata]

@spectredata @nheudecker @data_mesh_learn Thanks for having me @nheudecker @data_mesh_learn

[Ashwin Kamath @avkdata]

6/ This of course brings up an important question. How have people implemented data contracts in practice?

[Ashwin Kamath @avkdata]

Been seeing a lot of discussion about data contracts 💼lately and had some thoughts. In short, data contracts are a requirement for critical, production-grade data.

🧵👇

[Ashwin Kamath @avkdata]

5/ It would be chaos.

[Ashwin Kamath @avkdata]

@YaakovBressler Hmm more like data pipeline dependencies

[Ashwin Kamath @avkdata]

Has anyone else been stuck in data dependency hell?

[Ashwin Kamath @avkdata]

@Mohith7548 Stops working after 10s of gb size data unfortunately, ram requirements are too high. Anything for data warehouse based data?

[Ashwin Kamath @avkdata]

🧐 Why has no one made an automated data profiler yet? It could accelerate hours and hours of manual exploratory data analysis

[Ashwin Kamath @avkdata]

@metaltoad If you know such a tool, please reach out.

[Ashwin Kamath @avkdata]

@metaltoad The initial stages of exploratory data analysis are very formulaic - understanding null rates, missing data, cardinality, etc. We would love a tool that we could just point at an s3 bucket containing a structured dataset, and get back these data characteristics.

[Ashwin Kamath @avkdata]

So true! At a minimum save your notebooks and scripts someplace safe

[Spectre @spectredata]

Hot off the press! 🗞 How To Restructure Your Organization For The Data Engineering Revolution

#data #ai #ml #digitaltransformation #dataengineering #automation

https://t.co/iHsO4WYC6c

[Ashwin Kamath @avkdata]

Reach out to learn how you can leverage third-party data with NLP. @spectredata https://t.co/2voqilbmq5

[Ashwin Kamath @avkdata]

Amazing news! Hugging face is single handedly changing the widespread impact of large scale NLP model distribution. We recently integrated a couple of their classifiers into the Spectre Data Platform with incredible ease. #ML #NLP #AI #Data

[Omar Sanseviero @osanseviero]

Some extremely exciting news!🤗

We are raising $100 million looking forward to building the future of open Machine Learning, from Computer Vision to Reinforcement Learning. The future of ML is collaborative.🤗

Jobs: https://t.co/ZvxbxglWp5
Announcement: https://t.co/TnciFCprvH