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    Daniel Korenblum

    Daniel Korenblum

    Engineer & scientist with >25 years of professional software engineering & computational R&D experience. I develop ML algorithms & pipelines. Startup builder.

    Machine Learning Engineer San Francisco Stanford University '09
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    Experience
    nanobio.md
    nanobio.md
    Founder 2015 - Present (over 11 years)
    Advancing nanomedicine by developing new methods and infrastructure for more rapid prototyping and commercialization of nano biomedical products, such as new types of sensors.... more Our long term strategy aims to improve patient care by commercializing nanotechnology and biomedicine more efficiently.
    Bayes Impact
    Bayes Impact
    Data Scientist 2014 - 2015 (11 months)
    - Developing precise quantitative procedures for diagnosing neurological diseases with Drs. Gourraud and Graves (UCSF)
    - Precision medical methods for diagnosing neurological... more disease using wearable sensors
    - Human motion data analysis (signal processing, vector time series)
    - Grant applications funded
    - Initial support from Bayes Impact
    Science and Technology International
    Science and Technology International
    Software Engineer 2006 - 2008 (about 2 years)
    - Algorithm development, nonlinear optimization, image processing, DSP programming
    - Applications include non-invasive cervical and colon cancer detection and diagnosis
    -... more Developed Cervical Medical DeviceĀ® digital colposcope (FDA approved)
    Zogenix
    Zogenix
    Data Scientist 2018 - 2021 (about 3 years)
    - Completely unbiased in terms of statistical assumptions
    - Superior to existing methods in terms of speed and performance
    - Applications: diagnostics, drug development,... more brain-human interfaces
    Otherlab
    Otherlab
    Machine Learning Engineer 2017 - 2018 (over 1 year)
    Human motion data analysis for data-driven intentional control algorithm development with applications to lightweight fabric exoskeletons (e.g. TALOS)
    Genia Technologies
    Genia Technologies
    Computational Engineer 2009 - 2014 (over 4 years)
    - First engineer hired. Joined when the company was self-funded
    - Genia was acquired by Roche in June of 2014 for > $125M
    - One-man team, handled all algorithm development,... more software engineering, and data analysis tasks from 2009 until the exit in 2014
    - Developed key methods used for completing Series A milestones
    - Applications include personalized medicine, biophysics, and single-molecule assays and sensors
    Palo Alto Institute for Research and Education
    Palo Alto Institute for Research and Education
    Biomedical Engineer 2009 (5 months)
    - biomedical image processing (ultrasound videos), biomechanics
    - Working with Chris Constantinou (Urology)
    Stanford University
    Stanford University
    Research Assistant 2008 - 2009 (about 1 year)
    - Computer-aided diagnosis (CAD), biomedical image processing (CT/MR), web development
    - Working with Sandy Napel, Chris Beaulieu, and Daniel Rubin (Radiology)
    - Developed... more a system for linking structured radiology annotations with CT and MRI images
    - Demonstrated high sensitivity and specificity of diagnostic ability of semantic features (AUC >.9)
    Research Assistant 2004 - 2005 (over 1 year)
    - Automated Diff. Equation model generation, Normal Mode Analysis of 3D protein structures
    - Worked with Pat Langley, Institute for the Study of Learning; and James Trudell,... more Anesthesiology department, resp.
    - Interfaced Python with C; used CHARMM and Insight II software, respectively
    Gene Network Sciences
    Gene Network Sciences
    Resesarch Assistant 2003 - 2004 (about 1 year)
    - Primary responsibilities include design and development of Java bioinformatics application
    - Developed and tested new bioinformatics tool integration software
    Founder
     
    Employee
    Stanford University, Genia Technologies, Bayes Impact, Science and Technology International, Gene Network Sciences, Palo Alto Institute for Research and Education, Otherlab, Zogenix, nanobio.md
    Investor
     
    Incubator
     
    Advisor
     
    Attorney
     
    Board Member
     
    Mentor
     
    Member
     
    Acquired
     
     
    Projects
    Smarter nanomedical engineering
    We remove data analysis bottlenecks for biotech startups.
    Biotech startups have huge data analysis bottlenecks leading to higher burnout risks.

    Many new nanomedical and theranostic products never reach the… · More market, stifling industrial growth and investment.

    Our solution is great design at scale.

    Rapidly deploying fully customized software with user-friendly interfaces and interactive visualizations using proprietary engineering approaches removes data analysis bottlenecks and reduces the risk of burnout for startups.
     
    Education
     
    About
    Achievements

    While working as engineer at Genia Technologies, I handled all algorithm development, software engineer and data analysis. My work focused on algorithm development for signal processing, machine learning, sequence analysis, and biophysical modelling of single-molecule electrochemical sensor data. Moreover, I designed and interpreted single-molecule biophysical experiments including structural biology, protein folding, DNA & RNA chemistry, stochastic process modelling, partial differential equations, response theory, statistics, and mathematical physics.

    While working at Zogenix, I developed a new system of analyzing brain wave recordings (EEG, ECoG, etc.). The software is scalable, computationally efficient, and has been tested and validated experimentally. We are excited to begin commercialization soon. This has enormous potential for diagnostics, brain-computer interfaces, robotics, and defense.

    Describe the most impressive thing you've done.
    Skills
    Machine Learning Algorithms Bioinformatics Neuroscience Neurophysiology Electrophysiology Electrochemistry Molecular Biology Biochemistry Biophysics Protein Engineering Statistical Modeling Data Analysis Numerical Analysis Linear Algebra Robotics Wearable Exoskeleton Control Systems Simulations Matlab C Javascript Ruby on Rails Python Numpy/Scipy/Pandas/Scikit-learn HTML5 & CSS3 Ubuntu Perl Bash Image Processing Stochastic Modeling Differential Equations
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