Sol Rashidi

Sol Rashidi

Miami Beach, Florida, United States
48K followers 500+ connections

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    Public Speaking, Leadership Development, Corporate Training, Executive Coaching, Business Consulting, Strategic Planning, and Information Management

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Publications

  • How to get the MOST out of New Data Science teams!

    Sol Rashidi & Fred Baradari

    When establishing a new Data Science team more goes into the practice than hiring some really smart graduates with degrees in Applied Mathematics. This articles describes all that goes into establishing a sound practice, helping it scale, and operationalizing models so that you’re not in the perpetual “pilot” mode.

  • Women In Technology: Introducing Artificial Intelligence to the Market Place

    EY Disruptive Womens Organizaiton

    Simplifying the facts and debunking myths about Artificial Intelligence, Machine Learning, and Cognitive Computing. Why the hype? Also, how can we better inform our clients on the difference between Advanced Analytics capabilities and AI, in the presentation included some real life examples around Fraud Protection, Purchase Prediction, ‘Hello Barbie’ from Mattel, ‘Green Dino’ from CogniToys, and Watson from IBM.

  • With Big Data comes Big Problems

    NHISA Conference

    We can all agree that ‘Data’ is a valuable corporate asset, its gives us the
    information we need, which leads to better business insights; and over the past 8
    years, there’s been great momentum around tapping into this natural resource to
    make better, faster, and profound business decisions.

    With this movement however, we’ve let ourselves get exposed, Big Data is now
    leading to Big Problems. Big Data has always been about managing the
    Variety, Velocity, and Volume of data,…

    We can all agree that ‘Data’ is a valuable corporate asset, its gives us the
    information we need, which leads to better business insights; and over the past 8
    years, there’s been great momentum around tapping into this natural resource to
    make better, faster, and profound business decisions.

    With this movement however, we’ve let ourselves get exposed, Big Data is now
    leading to Big Problems. Big Data has always been about managing the
    Variety, Velocity, and Volume of data, however it’s now left us
    Vulnerability, Visible, and in a Vacuum with regards to security.

  • https://solrashidi.substack.com/

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Patents

  • Data quality analysis and cleansing of source data with respect to a target system

    Issued US 10055431

    A system transfers data between source systems and a target system. The system determines a domain score for data domains of source data from the source systems based on data quality metrics for the target system. The domain score indicates data quality with respect to the target system. Corresponding processes of the target system are identified for the data domains, and a process score is determined for the identified processes based on a corresponding domain score. The process score…

    A system transfers data between source systems and a target system. The system determines a domain score for data domains of source data from the source systems based on data quality metrics for the target system. The domain score indicates data quality with respect to the target system. Corresponding processes of the target system are identified for the data domains, and a process score is determined for the identified processes based on a corresponding domain score. The process score indicates data quality with respect to the identified processes. The system cleanses the source data based on the domain score and/or process score, and validates the cleansed source data against the target system for transference. Embodiments of the present invention further include a method and computer program product for transferring data between source systems and a target system in substantially the same manner described above

    See patent

  • Data cleansing and governance using prioritization schema

    Filed US 20160147798

    According to an embodiment of the present invention, a computer-implemented method of cleansing data is provided that comprises determining a criticality score and a complexity score for identified attributes of an enterprise, wherein the criticality score represents a relevance of an attribute to one or more enterprise dimensions and the complexity score represents complexity of cleansing data for an attribute. The identified attributes for data cleansing based on the criticality and…

    According to an embodiment of the present invention, a computer-implemented method of cleansing data is provided that comprises determining a criticality score and a complexity score for identified attributes of an enterprise, wherein the criticality score represents a relevance of an attribute to one or more enterprise dimensions and the complexity score represents complexity of cleansing data for an attribute. The identified attributes for data cleansing based on the criticality and complexity scores are prioritized, and data of the identified attributes is cleansed in accordance with priority of the identified attributes. Embodiments further include a system, apparatus and computer readable media to cleanse data in substantially the same manner as described above.

    See patent

  • Processing data in data migration

    Issued US 9460171

    A computer-implemented method for processing information related to an extract-transform-load (ETL) data migration, including aggregating operational metadata and determining: a plurality of metrics, organized by business object, corresponding to the migration; a number of business object instances not successfully loaded; a first end-to-end execution time for at least one business object; relevant input metadata; load readiness status per business object; impact of a business object that is…

    A computer-implemented method for processing information related to an extract-transform-load (ETL) data migration, including aggregating operational metadata and determining: a plurality of metrics, organized by business object, corresponding to the migration; a number of business object instances not successfully loaded; a first end-to-end execution time for at least one business object; relevant input metadata; load readiness status per business object; impact of a business object that is not load ready by analyzing business process hierarchies; business object load readiness by reference to incomplete development status or data defects; scope per test cycle based, at least in part, upon business object load readiness; and high-priority defects of business objects that stop testing based, at least in part, upon analysis of business process hierarchies.

    Other inventors
    See patent

  • Computing and managing conflicting functional data requirements using ontologies

    Issued US 8775226

    In one or more embodiments of the invention, functional data analysts may use a functional data authoring module to capture functional metadata in a consistent manner. Conflict reports for the business processes may be generated for a subset of the business processes or as an overall report across all business processes. One or more embodiments of the invention may provide early detection of data usage and type conflicts from functional data requirements, automated detection of conflicts from…

    In one or more embodiments of the invention, functional data analysts may use a functional data authoring module to capture functional metadata in a consistent manner. Conflict reports for the business processes may be generated for a subset of the business processes or as an overall report across all business processes. One or more embodiments of the invention may provide early detection of data usage and type conflicts from functional data requirements, automated detection of conflicts from functional data requirements, reports listing detected conflicts, conflicts resolution tracking mechanism, ongoing notification regarding changes in functional data requirements or detected conflicts, and avoidance of conflicting functional requirement in the realization phase, thereby reducing costs and project risks and avoiding project delays.

    Other inventors
    See patent

  • Software tool for generating technical business data requirements

    Issued US 8688626

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements…

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements concerning functional process requirements for each business process within the business process hierarchy. Such method, system, and/or computer program product classify technical elements into functional objects, link each of the functional objects to at least one process within the business process hierarchy and generate a plurality of business data roadmap templates in the data processing infrastructure.

    Other inventors
    See patent

  • Creating a data governance assessment

    Issued US 8515795

    For creating a data governance assessment, a response module receives responses to an automated questionnaire. A scoring module computes a data governance assessment comprising a maturity level describing organizational adoption of data governance, a data governance model describing a data centralization level, and a framework describing a tier of data governance by calculating the maturity level, the data governance model, and the framework from the responses.

    Other inventors
    See patent

  • Software tool for generating technical business data requirements

    Filed US 20120197681

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements…

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements concerning functional process requirements for each business process within the business process hierarchy. Such method, system, and/or computer program product classify technical elements into functional objects, link each of the functional objects to at least one process within the business process hierarchy and generate a plurality of business data roadmap templates in the data processing infrastructure.

    Other inventors
    See patent

Honors & Awards

  • Top 50 Women in Technology

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  • 2020 List of “Top 100 Power Women in Data”

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  • #4 in New York’s Top 21 CDO’s

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  • Awarded 'Top 100 Innovators in Data & Analytics'

    Corinium

    https://www.coriniumintelligence.com/insights-top-100-innovators-in-data-and-analytics?hsCtaTracking=23d3b952-8084-4b60-a7ff-2b2326ae4878%7C480af39d-0eb3-43f7-960a-10cff7f56032

  • Patent 8,775,226: Computing and Managing Conflicting Functional Data Requirements Using Ontologies

    United States Patent & Trademark Office

    In one or more embodiments of the invention, functional data analysts may use a functional data authoring module to capture functional metadata in a consistent manner. Conflict reports for the business processes may be generated for a subset of the business processes or as an overall report across all business processes. One or more embodiments of the invention may provide early detection of data usage and type conflicts from functional data requirements, automated detection of conflicts from…

    In one or more embodiments of the invention, functional data analysts may use a functional data authoring module to capture functional metadata in a consistent manner. Conflict reports for the business processes may be generated for a subset of the business processes or as an overall report across all business processes. One or more embodiments of the invention may provide early detection of data usage and type conflicts from functional data requirements, automated detection of conflicts from functional data requirements, reports listing detected conflicts, conflicts resolution tracking mechanism, ongoing notification regarding changes in functional data requirements or detected conflicts, and avoidance of conflicting functional requirement in the realization phase, thereby reducing costs and project risks and avoiding project delays.

  • Patent 8,688,626: Software Tool for Generating Technical Business Data Requirements

    United States Patent and Trademark Office

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements…

    A computer implemented method, system, and/or computer program product generates technical business data requirements from functional process requirements. Such method, system, and/or computer program product include data processing infrastructure. The data processing infrastructure may further include at least one data persistence component and at least one business process hierarchy. The computer implemented method, system, and/or computer program product obtain a set of technical elements concerning functional process requirements for each business process within the business process hierarchy. Such method, system, and/or computer program product classify technical elements into functional objects, link each of the functional objects to at least one process within the business process hierarchy and generate a plurality of business data roadmap templates in the data processing infrastructure. The generated business data roadmap templates are stored in the persistence component of the data processing infrastructure.

  • Patent 8,515,795: Creating a Data Governance Assessment

    United States Patent and Trademark Office

    For creating a data governance assessment, a response module receives responses to an automated questionnaire. A scoring module computes a data governance assessment comprising a maturity level describing organizational adoption of data governance, a data governance model describing a data centralization level, and a framework describing a tier of data governance by calculating the maturity level, the data governance model, and the framework from the responses.

Languages

  • Farsi

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