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Credentials

  • Text Analytics and Predictions with Python Essential Training
    LinkedIn
    Apr, 2022
    - Sep, 2024
  • Microsoft certified Azure Data Scientist Associate
    Microsoft
    Jan, 2022
    - Sep, 2024
  • Azure Machine Learning Development: 1 Basic Concepts
    LinkedIn
    Sep, 2020
    - Sep, 2024
  • Azure Machine Learning Development: 2 Learning ML Studio
    LinkedIn
    Sep, 2020
    - Sep, 2024
  • Azure Machine Learning Development: 3 Deploying and Managing Models
    LinkedIn
    Sep, 2020
    - Sep, 2024
  • Databricks Certified Associate Developer for Apache Spark 2.4
    Databricks
    Sep, 2020
    - Sep, 2024
  • Cleaning Data in Python
    DataCamp
    May, 2017
    - Sep, 2024
  • Apache Spark Essential Training
    LinkedIn
    Apr, 2017
    - Sep, 2024
  • Data Engineering Essential Training for Data Science
    LinkedIn
    Apr, 2017
    - Sep, 2024
  • Learning Hadoop
    LinkedIn
    Apr, 2017
    - Sep, 2024
  • IBM BigData Fundamentals Technical Professional v1
    IBM
    Dec, 2016
    - Sep, 2024
  • Data Science Capstone
    Coursera Course Certificates
    Jan, 2016
    - Sep, 2024
  • Data Science Specialization
    Coursera Course Certificates
    Sep, 2015
    - Sep, 2024
  • Developing Data Products
    Coursera Verified Certificates
    Jun, 2015
    - Sep, 2024
  • Practical Machine Learning
    Coursera Verified Certificates
    Mar, 2015
    - Sep, 2024
  • Regression Models
    Coursera Verified Certificates
    Dec, 2014
    - Sep, 2024
  • QlikView 11 Designer Certification
    Pearson VUE
    Nov, 2014
    - Sep, 2024
  • QlikView 11 Developer Certification
    Pearson VUE
    Nov, 2014
    - Sep, 2024
  • Reproducible Research
    Coursera Verified Certificates
    Sep, 2014
    - Sep, 2024
  • Statistical Inference
    Coursera Verified Certificates
    Sep, 2014
    - Sep, 2024
  • Exploratory Data Analysis
    Coursera Verified Certificates
    Aug, 2014
    - Sep, 2024
  • Getting and Cleaning Data
    Coursera Verified Certificates
    Jul, 2014
    - Sep, 2024
  • R Programming
    Coursera Verified Certificates
    Jun, 2014
    - Sep, 2024
  • The Data Scientist’s Toolbox
    Coursera Verified Certificates
    May, 2014
    - Sep, 2024
  • Amazon Web Services Machine Learning Specialty
    Amazon Web Services (AWS)
    Jan, 2023
    - Sep, 2024

Experience

    • Israel
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Scientist
      • Jul 2022 - Present
    • Hospitality
    • 1 - 100 Employee
    • Specialist Data Science Consultant
      • Dec 2021 - Jun 2022

      Data science consulting Mainly in computer vision and NLP-related projects Supporting junior data science practitioners Assisting sales team, including in presales Data science consulting Mainly in computer vision and NLP-related projects Supporting junior data science practitioners Assisting sales team, including in presales

    • United States
    • Information Technology & Services
    • 700 & Above Employee
    • Data Scientist
      • Jul 2021 - Dec 2021

      Projects have included: - Data engineering and data science consulting on a Salesforce to SQL Server + Tableau BI and analytics project - Pre-sales consulting to State Government around an NLP modelling proposal Projects have included: - Data engineering and data science consulting on a Salesforce to SQL Server + Tableau BI and analytics project - Pre-sales consulting to State Government around an NLP modelling proposal

    • Australia
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Lead Consultant – Data Platforms and Advanced Analytics
      • Jul 2019 - Jun 2021

      Projects have included: - Computer vision modelling for object detection, image classification, object sizing & proximity approximation - Deep learning for multi-feature time-series forecasting - Data munging and feature engineering - Cognitive & AI strategy formulation - Pre-sales presentations Technologies: - PySpark on Databricks - Python on Azure ML - customvision.ai - Azure cognitive API's - Docker containers - PowerBI Projects have included: - Computer vision modelling for object detection, image classification, object sizing & proximity approximation - Deep learning for multi-feature time-series forecasting - Data munging and feature engineering - Cognitive & AI strategy formulation - Pre-sales presentations Technologies: - PySpark on Databricks - Python on Azure ML - customvision.ai - Azure cognitive API's - Docker containers - PowerBI

    • Australia
    • IT Services and IT Consulting
    • 200 - 300 Employee
    • Data Science and Analytics Consultant
      • Sep 2016 - Jul 2019

      As a senior consultant in the Analytics & Information Services team, I am engaged in data science consulting services primarily involving visualisation, statistical modelling & machine learning.Key projects I have been involved in are:- Investigation of deep learning to facilitate banking remediation scenarios- Machine learning modelling for the Tour de France- Data science consulting around a variety of banking scenarios using Redshift, Spark, Python and R.- Strategic customer uplift potential modelling using ML in R and Oracle PL\SQL (Banking)- Sports analytics: Machine learning via consolidation of live streaming inputs from athlete-bound IOT devices with historical data (International sports)- Student behaviour analytics: MongoDB, IBM Bluemix, Cloudant, DashDB, DBeaver & QlikSense (University)- Health Analytics: Machine Learning & Visualisation in R and D3 over streaming health IOT device data (Sports health)- Online marketplace behaviour analytics dashboard: SQL and Tableau (Commercial)- Data analytics - Tableau, R & SQL Server 2012 (Insurance) Show less

    • Information Technology Consultant
      • Jul 2010 - Oct 2016

      As a senior consultant in the Information Management team, I was engaged in a variety of Business Intelligence projects involving a number of technologies, including Tableau, QlikView, QlikSense, OBIEE, PL\SQL, Transact-SQL, UNIX and DHTML. Key projects included: - Student admin system in Oracle APEX 5.0.2 and Oracle 11g (Education)- Cards remediation (Banking)- Strategic consulting for data quality implementation (Superannuation)- QlikView Dashboard & Reports - Home Loans (Banking)- QlikView Dashboard & Reports - Corp & Commercial (Banking)- QlikView Dashboard & Reports - Savings Accounts (Banking)- OBIEE Dashboard and BI Publisher reports (Victorian Government)- Oracle remed project as Pl\Sql Developer & Analyst (superannuation)- OBIEE 11g project BI Publisher, Answers, RPD design & development, dashboarding and PL/SQL programming (Govt: Education)- Integrated APEX\OBIEE application for context-sensitive commentary in OBIEE Dashboards (Govt: Justice)- APEX contract application project as developer (Govt: Justice)- OBIEE pilot rollout as developer (Banking)- OBIEE and data-mart ETL (PL/SQL) as project manager & developer (Banking) - OBIEE Config project as designer/developer(Govt: Parks)- OBIEE POC on SQL Server project as Project Manager (Banking) - Customer data-cleansing & matching (PL/SQL) (Banking)- Performance-enhancing mortgages data-warehouse ETL code - PL/SQL (Banking) Show less

    • Australia
    • Information Technology & Services
    • Business Intelligence Consultant
      • Nov 2009 - Jul 2010

      Delexian was bought by CSG, so changed to being a CSG consultant. Engaged in a permanent consulting role for the Oracle Enterprise Solutions division of this company. Major Responsibilities are: Designing and building OBIEE-based reporting solutions. Training clients in the use and maintenance of the implemented reporting solutions. Creating the relevant documentation required for each implementation. Consulting both remotely and onsite to clients interstate. Key Assignments: Designed, coded and implemented comprehensive OBISE1 Dashboard reporting system. This included the sourcing and integration of disparate data sources, utilising PL/SQL, Oracle Warehouse Builder (ETL), Answers, BI Publisher and Dashboard. Also delivered 4 day training course. Worked both onsite and remotely. Delivered OBIEE Answers training to a client in Perth. Designed and delivered Answers-based OBIEE Trial Balance and other financial reports, working remotely Worked remotely on porting an existing Unix-based OBIEE Development installation to a Production environment for a client in Perth. Show less

    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Consultant
      • Jul 2009 - Oct 2009

      Consulting for the Business Intelligence arm of the company. Work involves development using OBIEE, OWB and associated products. Consulting for the Business Intelligence arm of the company. Work involves development using OBIEE, OWB and associated products.

    • United Kingdom
    • Facilities Services
    • 1 - 100 Employee
    • BI Consultant
      • Jun 2002 - Apr 2009

      My responsibilities included: - Front-end intranet and extranet programming for a variety of projects at numerous client sites. - Back-end database programming sometimes related to the front-end work, utilising both OLAP and relational database technologies. - To constantly learn new technologies and apply them in the field. - To often travel interstate to complete assignments. - Unit and System Testing with appropriate documentation. - Documentation of Functional and Technical Specifications, Operation and Implementation Guides and Help Documentation. - To undertake relevant professional development at my own initiative. Show less

    • France
    • Machinery Manufacturing
    • Consultant
      • Mar 2000 - Apr 2002

      My responsibilities included: - Programming of Progress client and web-based applications. - Performance tuning of Progress database applications at client sites. - Maintenance of Customer Relationship Management applications at client sites. - To occasionally travel interstate or overseas to complete assignments - To provide high-level programming services linked to Progress Database implementations. - Unit and System Testing with appropriate documentation. - Documentation of Functional and Technical Specifications, Operation and Implementation Guides and Help Documentation. Show less

Education

  • UNSW
    Master of Data Science - MDS, Data Science
    2020 - 2023
  • General Assembly Melbourne
    Data Science Course, Successfully completed
    2017 - 2018
  • RMIT University
    Graduate Diploma, Software Development; Advanced Database Programming
    2002 - 2005
  • Spherion
    Dip Business Programming, C, VB, Software Engineering
    1999 - 1999
  • University of Melbourne
    Bachelor of Physiotherapy, Physiotherapy
    1994 - 1998
  • Baker Heart and Diabetes Institute
    Electron Microscopy Investigation, Research Studentship
    1993 - 1994
  • Monash University
    BSc, Physiology, Anatomy, Biochemistry
    1991 - 1993

Community

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