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Prem Melville, Ph.D. is listed as Head of Machine Learning | Ph.D. in Artificial Intelligence at Millennium Management, based in New York, United States. AeroLeads shows a work email signal at mlp.com, phone signal with area code 866, and a matched LinkedIn profile for Prem Melville, Ph.D..
Prem Melville, Ph.D. previously worked as Head of Machine Learning at Millennium Management and Founder & Chief Executive Officer at Social Alpha. Prem Melville, Ph.D. holds Ph.D., Artificial Intelligence from The University Of Texas At Austin.
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AeroLeads found 2 current-domain work email signals for Prem Melville, Ph.D.. Compare company email patterns before reaching out.
Machine Learning executive with a passion for building and leading cross-functional teams, to deliver data-driven solutions. With over 50 peer-reviewed publications, 7 patents and 10 international awards for his contributions to the fields of Machine Learning, Data Science and Natural Language Processing. Proficient at communicating with business stakeholders, understanding business pain points, formulating Machine Learning solutions, and leading a technical team to execute on the vision. Effective communicator and A.I. thought-leader – frequently invited speaker, panelist, and featured in the press. Serves on the Editorial Board of Data Mining and Knowledge Discovery (the leading journal in the field), and has served on the organizing committees of the top conferences in the field – ICML, KDD, CIKM and WSDM.Has worked in wide range of topics, including large language models (LLMs), recommender systems, customer analytics, customer targeting, question answering, dialog systems, healthcare analytics, medical diagnoses, text analytics, web mining, trend/topic detection, social networks, social media analytics, sentiment analysis, crowdsourcing, accounts collection optimization, e-commerce, active learning, cost-sensitive learning, and counter-terrorism. For a full list of publications, see: www.prem-melville.com
Listed skills include Machine Learning, Data Mining, Natural Language Processing, Text Mining, and 37 others.
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New York, Ny, Us
Millennium Management is a global investment management firm that manages $60 billion in assets. We employ a global, multi-strategy investment approach, opportunistically engaging in a broad array of trading and investing strategies across a wide group of diversified managers.
Social Alpha filters out the noise from news and social media, providing financial market participants with real-time market intelligence, to drive equity research, identify portfolio risk and generate investment ideas.• Built and lead a cross-functional team including senior engineering and business development professionals. • Managed entire product lifecycles, from concept to deployment.• Led the company from inception to product launch to first revenue.• Work effectively with partners and vendors for rapid and cost-effective product development.
Co-chaired KDD - the oldest & largest data mining conference worldwide. The KDD community pioneered “Big Data”, “Data Science”, and “Predictive Analytics” solutions before these names existed – some of the first & most highly cited research papers on these topics were published in our conference. Other notable innovations that originated in our conference include crowd sourcing, large scale data mining competitions with over 10,000 participants, personalized advertising e.g. on Google, graph mining algorithms that power Facebook & LinkedIn, and recommender systems used by Netflix, Amazon, etc. After 25 years and an explosive growth in this industry, we are still the home for the latest cutting-edge research in these topics.
Armonk, New York, Ny, Us
Worked with IBM clients to provide cutting-edge analytics solutions to their business problems. Led multiple teams of researchers and software engineers to design, validate and deploy novel Machine Learning systems.Highlights• Led the development of a text analytics system for UNICEF, which won the INFORMS Innovative Applications in Analytics Award 2014, Best Application Paper Award at KDD 2013, and was covered by the Wall Street Journal. • Deployed a resource-efficient sequential decision making system in the New York State Government, that won the Best Application Paper Award at KDD 2010, was covered by CNN, and saved the state $100M in the first 3 years.• Led pioneering work in Social Media Analytics, resulting in some of the earliest tools in the space for Marketing, Communications and PR.• Achieved best published results for Watson on question-answering for medical domains.• Improved legacy B2B customer targeting system for IBM products by 6%, by incorporating unstructured data into models.• Demonstrated a 4x improvement in days saved in Accounts Receivable collection through predictive modeling.
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Prem Melville, Ph.D. works for Millennium Management.
Prem Melville, Ph.D. is listed as Head of Machine Learning | Ph.D. in Artificial Intelligence at Millennium Management.
AeroLeads has found 2 work email signals at @mlp.com for Prem Melville, Ph.D. at Millennium Management.
AeroLeads has found 1 phone signal(s) with area code 866 for Prem Melville, Ph.D. at Millennium Management.
Prem Melville, Ph.D. is based in New York, United States while working with Millennium Management.
Prem Melville, Ph.D. has worked for Millennium Management, Social Alpha, Sigkdd 2014, and Ibm Watson Research.
You can use AeroLeads to view verified contact signals for Prem Melville, Ph.D. at Millennium Management, including work email, phone, and LinkedIn data when available.
Prem Melville, Ph.D. holds Ph.D., Artificial Intelligence from The University Of Texas At Austin.
Prem Melville, Ph.D. is listed with skills including Machine Learning, Data Mining, Natural Language Processing, Text Mining, Algorithms, Artificial Intelligence, Computer Science, and Big Data.
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