Cleanlab
Anish Athalye has work experience as a Co-Founder and CTO at Cleanlab since October 2021. Prior to that, they worked as a Research Intern at OpenAI in 2017, a Software Engineering Intern at Dropbox in 2015, a Software Engineering Intern at Google in 2014, and a Research Intern at Oak Ridge National Laboratory in 2013.
Anish Athalye has an extensive education history, primarily at the Massachusetts Institute of Technology. They obtained a Bachelor of Science (BS) degree in Computer Science and Engineering from MIT from 2013 to 2017. Following this, Anish completed a Master of Engineering (MEng) degree in Computer Science and Engineering from MIT in the year 2017 to 2018. Currently, Anish is pursuing a Doctor of Philosophy (PhD) degree in Computer Science with a focus on systems, security, verification, and artificial intelligence at MIT from 2017 to 2023.
Cleanlab
Pioneered at MIT and proven at Fortune 500 companies, Cleanlab provides the world's most popular Data-Centric AI software. Most AI and Analytics are impaired by data issues (data entry errors, mislabeling, outliers, ambiguity, near duplicates, data drift, low-quality or unsafe content, etc); Cleanlab software helps you automatically fix them in any image/text/tabular dataset. This no-code platform can also auto-label big datasets and provide robust machine learning predictions (via models auto-trained on auto-corrected data). What can I get from Cleanlab software? 1. Automated validation of your data sources (quality assurance for your data team). Your company's data is your competitive advantage, don't let noise dilute its value. 2. Better version of your dataset. Use the cleaned dataset produced by Cleanlab in place of your original dataset to get more reliable ML/Analytics (without any change in your existing code). 3. Better ML deployment (reduced time to deployment & more reliable predictions). Let Cleanlab automatically handle the full ML stack for you! With just a few clicks, deploy more accurate models than fine-tuned OpenAI LLMs for text data and the state-of-art for tabular/image data. Turn raw data into reliable AI & Analytics, without all the manual data prep work. Most of our cutting-edge research powering Cleanlab tools is published for transparency and scientific advancement: cleanlab.ai/research/