An experienced data scientist and technologist with experience as part of and leading data scientists and software development teams in financial tech, healthcare tech, network security, mining and spectroscopy. This has included hands on development for scaleable cloud technologies on Google Cloud Platform, and Amazon Web services, using modern containerized systems and Kubernetes, novel machine learning applications to multivariate time series data in Tensorflow, and product development with scope including backend relational, timeseries, and graph databases through UI development. I typically work in problem spaces where established analytical solutions are either missing or have the potential for significant novel improvement. I apply my background in complex data analysis to a variety of domains, usually including substantial focus on scaleable and sustainable architectures that enable robust ongoing analysis in cloud environments. My initial training is in cognitive neuroscience. My academic research focuses on visual psychophysics, fMRI and retraining vision following visual cortical stroke. Much of this research is heavily programming oriented, requiring all data collection and analysis to be performed through hand-written code in Matlab and Python.
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Senior ManagerVeracioTruro, Gb -
Principal Data ScientistVeracio Jul 2024 - PresentRochester, New York Metropolitan AreaPrincipal Data Scientist primarily leading work analyzing hyperspectral imagery for mineralogical identification and quantification. Extensive work in serverless end-to-end analytical cloud pipelines with multiple worldwide teams in order to create a fully functional, state of the art data application from ingestion through cleaned and vetted results for internal experts and external clients. -
Lead Data ScientistVeracio Feb 2023 - Jul 2024Rochester, New York, United StatesSenior Data Scientist tasked with modernizing current products and analytical pipelines to serverless cloud architectures for scaleable analyses. Leading generation of novel analyses for data science based services across projects within the company. -
Scientific ConsultantUniversity Of Rochester Aug 2018 - PresentRochester, New York AreaResponsible for insights into complex data analyses including Bayesian statistics, super-computer-reliant operations, fMRI analysis, and novel analysis methods. Also contributing to ongoing publications through primary and secondary analysis, and manuscript editing and writing. -
Head Of Technology And Data ScienceEverything Set Sep 2018 - Jun 2023St. Helena, CaliforniaResponsible for leading, designing and building end to end data collection for home network devices. - Lead development of Python-based, containerized firmware for benign man-in-the-middle data collection from home network device- Produced reliable cloud-based, serverless architecture for ingesting, cleaning, and analyzing captured network packet data (PCAP)- Developed novel analytical methods for detecting network packet anomalies, including intellectual property protection via patent filings for relevant methodologies- Coordinated and managed frontend development and integration with backend services for user experience of home network data. -
Chief ScientistAevus Precision Rx Sep 2018 - Sep 2020Oklahoma City Metropolitan Area- Led a small team of data scientists to produce a functional and accurate proof of concept model of patient fitness for 4 classes of Type-II diabetic treatments utilizing CERNER EHR records in big data analytic pipelines (Python-based Dask and Vaex) -
Chief Data Scientist, Head Of ProductEqueum Sep 2016 - Jan 2020St. Helena, Ca; New York, New YorkPerformed novel research on modern analysis techniques in quantitative finance. Kept the rest of the company abreast of current research and statistical foundations in their applicability to our work in financial tech. Spearheaded the creation of a scaleable time series machine learning inference application for use in ensembling multiple predictive methodologies into more robust predictions. Lead efforts to design and implement a novel financial modeling domain specific language.
Michael Melnick Skills
Michael Melnick Education Details
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Brain & Cognitive Sciences -
Neuroscience
Frequently Asked Questions about Michael Melnick
What company does Michael Melnick work for?
Michael Melnick works for Veracio
What is Michael Melnick's role at the current company?
Michael Melnick's current role is Senior Manager.
What schools did Michael Melnick attend?
Michael Melnick attended University Of Rochester, University Of Rochester.
What skills is Michael Melnick known for?
Michael Melnick has skills like Research, Machine Learning, Cloud Computing, Neuroscience, Data Collection, Statistical Data Analysis, Python, Matlab, Bayesian Statistics, Cognitive Neuroscience.
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Michael Melnick
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