Cleanlab
Chris Mauck is an experienced professional in the field of machine learning and data science, currently serving as a Sales Engineer at Cleanlab since August 2022, where responsibilities include collaborating with clients to enhance data quality and providing technical support during the sales process. Concurrently, Chris acts as a Machine Learning Instructor and Mentor at Inspirit AI, facilitating courses for students and guiding them through project-based learning. Previous roles include Digital Product Analyst at Acima, where Chris utilized NLP classifiers to analyze customer behavior, and Data Science Intern at Harvard Medical School, focusing on genomic data analysis. Chris also has experience as a Software Engineer Intern at Google, optimizing data synchronization, and as a Teaching Assistant at the Massachusetts Institute of Technology. Chris holds a Master of Engineering and a Bachelor of Science in Computer Science from the Massachusetts Institute of Technology.
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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/