Cleanlab
David Kong serves as the Head of Marketing at Cleanlab since January 2025. Previously, David held key product marketing leadership roles at Cohere and Scale AI, where responsibilities included evolving product narratives and managing teams. At Scale AI, David led a five-person team, guiding the company's transition beyond data labeling to broader AI solutions. Prior experience includes serving as VP of Marketing at test.ai, where marketing strategies were developed for an AI-powered test automation solution, and as Director of Product Marketing at Castlight Health, where David played a critical role in launching new products and achieving significant annual recurring revenue. David holds an MBA from Carnegie Mellon University and a BS in Computer Science and Engineering from the University of California, Davis.
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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/