Elias  S. Manolakos

Elias S. Manolakos Email and Phone Number

Boston, MA, US
Elias S. Manolakos's Location
Greater Boston, United States, United States
Elias S. Manolakos's Contact Details
About Elias S. Manolakos

AI research leader with proven experience in developing computational and analytical methods to solve biomedical challenges spanning both academia and industry. I hold a Ph.D. in Computer Engineering from USC, an MS in Electrical Engineering from UoM, and a Dipl. Engineering in Electrical Engineering from NTUA.I am an expert in AI, possessing a wide range of competencies in Statistical Signal, Image and Data Analysis, Machine Learning, Deep Learning, Biomedical Data Science, Bioinformatics, Systems Biomedicine, Digital Twins, and High-Performance Computing. I have published over 130 articles and have been invited to serve as a Visiting Scholar at renowned institutions such as Harvard and MIT. Additionally, I have played a significant leadership role in over 30 competitive R&D projects funded in the US and EU. I possess exceptional problem-solving skills and a demonstrated history of creating strategies, nurturing and leading successful crossdisciplinary scientific and engineering teams. I am adept at providing strategic direction and forging cross-disciplinary partnerships between academia and industry to address intricate challenges. My aim is to comprehend the requirements of all stakeholders and render comprehensive system solutions resulting in significant discoveries and innovations.I bring to a team entrepreneurial skills, excellent written and verbal communication abilities, and a global perspective. I am deeply passionate about advancing life and environmental sciences through cutting-edge AI research and technology. I am always eager to establish new professional connections and explore potential opportunities.Feel free to reach out if you want to discuss science, technology, business, consulting, or new venture ideas!

Elias S. Manolakos's Current Company Details
Northeastern University, Bouvé College of Health Sciences

Northeastern University, Bouvé College Of Health Sciences

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Visiting Professor
Boston, MA, US
Elias S. Manolakos Work Experience Details
  • Northeastern University, Bouvé College Of Health Sciences
    Visiting Professor
    Northeastern University, Bouvé College Of Health Sciences
    Boston, Ma, Us
  • Northeastern University, Bouvé College Of Health Sciences
    Visiting Professor
    Northeastern University, Bouvé College Of Health Sciences Sep 2016 - Present
    Boston, Massachusetts, Us
    Design an AI pipeline to predict GPCR receptor-ligand interactions from short Molecular Dynamics simulations, aimed at enhancing compound lead prioritization and drug design for serotonin receptors.Create computational methods and user-friendly tools utilizing Python and R for the comprehensive analysis and visualization of single-cell data, the comparison of protein structures, etc.
  • Emulate, Inc.
    Lead Advisor Ai And Data Science
    Emulate, Inc. Sep 2016 - Present
    Boston, Ma, Us
    Conduct data/image analysis, machine learning, and predictive modeling research in NIH-funded projects utilizing time series data generated by the innovative Organs-on-Chips micro-physiological systems.Develop innovative statistical methods and bioinformatics tools to characterize stochasticity and measure the similarity of human organ tissue samples based on their transcriptomic profiles by exploiting the Human Protein Atlas.
  • University Of Athens
    Professor
    University Of Athens Dec 2004 - Present
    Athens, Gr
    Research group leader: Biomedical Data Science and Engineering. Conceives, initiates, and directs competitive R&D projects.Published 130+ articles in Journals and refereed full-text Conference Proceedings.Recruits, mentors, and coaches teams of early-career data scientists and engineers.Teaches courses in AI/ML, Biomedical Data Science, Signal Processing, High-Performance Computing.Recipient of the "Excellence II" Award for developing methods and tools for the efficient stochastic simulation of biomolecular reaction networks having thousands of interacting species and kinetic reactions.Spearheaded and Directed the very successful International Graduate Program "Information Technologies in Medicine and Biology" that has now graduates all over the globe. The program offers graduate degrees in "AI and Big Data" and "Biomedical Data Science-Bioinformatics".
  • Wyss Institute For Biologically Inspired Engineering
    Visiting Scholar
    Wyss Institute For Biologically Inspired Engineering Sep 2012 - Jun 2016
    Boston, Ma, Us
    Designed a high-throughput computer vision and machine learning pipeline for Bacterial Single-Cell Analytics (BaSCA) to analyze complex time-lapse cytometry "cell movies" featuring many interacting bacterial colonies and thousands of cells in the field of view.
  • Massachusetts Institute Of Technology
    Visiting Scholar
    Massachusetts Institute Of Technology Sep 2012 - Aug 2014
    Cambridge, Ma, Us
    Laboratory of Information & Decision Systems
  • Electrical & Computer Engineering Department, Northeastern University
    Associate Professor
    Electrical & Computer Engineering Department, Northeastern University Jul 1995 - Dec 2004
    Boston, Massachusetts, Us
    Research group leader. Real-time Signal & Image Processing, Machine Learning, Embedded Systems with applications in telecommunications, life and environmental sciences. Research supported by NSF, EPA, DARPA grants, and industry collaborations in the Boston area.Formulated and addressed DNA base-calling in a Bayesian statistical framework.Pioneered the use of RNNs in blind equalization of non-linear channels.Our lab was the first to show how Recurrent Neural Networks (RNNs) can address challenging problems in communications, such as the blind equalization of nonlinear channels and the CDMA multiuser detection.
  • Electrical & Computer Engineering Department, Northeastern University
    Director, Communications And Digital Signal Processing Research Center
    Electrical & Computer Engineering Department, Northeastern University Sep 1995 - Sep 1998
    Boston, Massachusetts, Us
    Spearheaded win-win industry-academia collaborations.
  • Boston Children'S Hospital
    Visiting Professor
    Boston Children'S Hospital Jun 1999 - Jun 2000
    Boston, Ma, Us
    Health Informatics research.

Elias S. Manolakos Skills

Machine Learning Bioinformatics Signal Processing Algorithms Research High Performance Computing Computational Biology Pattern Recognition Science Image Analysis Embedded Systems Simulations Mathematical Modeling Computer Science Biomedical Engineering Image Processing Systems Biology Programming Artificial Intelligence Life Sciences Teaching Parallel Computing Numerical Analysis Fpga Data Mining Computer Engineering Genomics Distributed Systems Data Analysis Scientific Computing Predictive Modeling Environmental Monitoring Biotechnology Artificial Intelligence Statistics Analytical Skills Strategy Big Data Consulting Project Management Data Visualization Drug Discovery Leadership Management Data Science Bioengineering Passionate About Work Innovation Development Neural Networks University Relations University Teaching Grant Coordination Research Design

Elias S. Manolakos Education Details

  • University Of Southern California
    University Of Southern California
    Computer Engineering
  • National Technical University Of Athens
    National Technical University Of Athens
    Electrical Engineering
  • University Of Michigan
    University Of Michigan
    Electrical Engineering

Frequently Asked Questions about Elias S. Manolakos

What company does Elias S. Manolakos work for?

Elias S. Manolakos works for Northeastern University, Bouvé College Of Health Sciences

What is Elias S. Manolakos's role at the current company?

Elias S. Manolakos's current role is Visiting Professor.

What is Elias S. Manolakos's email address?

Elias S. Manolakos's email address is ma****@****ail.com

What schools did Elias S. Manolakos attend?

Elias S. Manolakos attended University Of Southern California, National Technical University Of Athens, University Of Michigan.

What are some of Elias S. Manolakos's interests?

Elias S. Manolakos has interest in Multidisciplinary Research, Environment, Education, Poverty Alleviation, Science And Technology, Human Rights, Health.

What skills is Elias S. Manolakos known for?

Elias S. Manolakos has skills like Machine Learning, Bioinformatics, Signal Processing, Algorithms, Research, High Performance Computing, Computational Biology, Pattern Recognition, Science, Image Analysis, Embedded Systems, Simulations.

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