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@fnb.co.za
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Johan Strydom is listed as Data Science & Business Insights - Data Driven Success! at Capitec Bank, a with 10424 employees, based in City of Cape Town, Western Cape, South Africa. AeroLeads shows a work email signal at fnb.co.za and a matched LinkedIn profile for Johan Strydom.
Johan Strydom previously worked as Senior Data Scientist at Capitec Bank and Data Scientist at Fnb South Africa. Johan Strydom holds Master Of Science - Msc, Analytics, Gpa = 3.9 from Georgia Institute Of Technology.
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“It is a capital mistake to theorize before one has data.” — Sherlock HolmesMy passion lies in designing systems for data mining and data engineering that provide valuable insight into consumer behaviour and trends that allow for informed decision making. Using various technologies, I have the ability to work with and manipulate data to gain insights directly from a source while being able to compile, present and highlight these to business leaders.TECHNICAL SKILLS INCLUDE:• Languages and Frameworks: SQL, Scala, Python, Spark, Hive, Netezza• Notebooks used for analysis: Zeppelin, Jupyter Notebook, JupyterLab, Ambari• IDEs used: IntelliJ IDEA, Aginity, MS SQL ServerDeliberate Data - Deliberate Success!
Listed skills include Industrial Engineering, Process Engineering, Supply Chain Management, Process Improvement, and 17 others.
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Stellenbosch, Western Cape, South Africa
* Real-time model development and deployment* Architecture behind combining event and batch based models* Cultivating and guiding use of graph based analytics* Advocating machine learning techniques to stake holders* Vendor concentration analysis using graph techniques* Master data cleanup and Entity resolution using graph techniques
Johannesburg Area, South Africa
Coordinate and manage the upgrading process of a legacy mainframe system onto a Hadoop platform with Apache Spark integration. Development and deployment of a generic parameterized process for aggregations that are used in credit score cards. Build the banks capacity for agile model deployment onto the Spark cluster. Ultimately improving FNB's responsiveness to customer centric requirements to our banking systems.
Johannesburg Area, South Africa
Detailed analysis to deliver an understanding of profit drivers from both customer behavior and banking requirement perspectives, in order to increase account profitability. These insights inform value proposition design. Management of contracts with external vendors that render value-added services forming part of the value proposition. Developing and proposing new features for the value proposition and overseeing queries of all value-added benefits implemented.
Johannesburg Area, South Africa
Managing all activities related to the FNB Rewards program for the lower income segment. These activities included coordinating business rules from participating product houses, performing financial impact modelling combining these inputs, as well as managing all stakeholder approvals of the overall framework based on the modelling outcomes. Implementation of the framework was done through business requirement specification (BRS) documentation and user acceptance testing (UAT), performed while implementing the framework. After implementation, monthly reporting was automated in order to track the accuracy of modelling and progress on program take-up. Market analyses were performed to inform follow-on strategies and marketing material and legal compliance were also overseen, while managing customer queries and feedback.
Fnb Bank City
Analyse data, drawing insights on customer behaviour and translating these into concise unambiguous views. From these views communication campaigns were designed to increase customer value, build customer trust and reduce account attrition. Facilitation of the design and implementation of many systems through coordinating and organising peers and external vendors, including an automated and integrated campaign execution systems, which lead each customer on their individualized value journey.
Personal Loans Sales Strategy And Analytics
Identify relationships in large data sets, as well as their meaning and implications, both strategically and operationally. These relationships were used to inform future business and operational strategies.
Rivonia
Extracting and understanding business requirements from client interaction and internal scope establishment. Developing and driving analytical models to aid in strategic decision making.
Alberton - Alrode
To improve business and production operation’s efficiency by applying engineering principles to design, develop and implement planning and control systems.
Other employees you can reach at capitecbank.co.za. View company contacts for 10424 employees →
Theophellus Matlala
Colleague at Capitec BankPolokwane, Limpopo, South Africa
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Anton Van Wyk
Colleague at Capitec BankStellenbosch, Western Cape, South Africa
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Siyamthanda Kelemane
Colleague at Capitec BankGrahamstown, Eastern Cape, South Africa
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Mehluli Dlamini
Colleague at Capitec BankCape Town, Western Cape, South Africa
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Lonwabo Dondolo
Colleague at Capitec BankJohannesburg Metropolitan Area, South Africa
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Lebogang Tsatsimpe
Colleague at Capitec BankRustenburg, North-West, South Africa
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Sean Hall
Colleague at Capitec BankCity Of Cape Town, Western Cape, South Africa
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Mapaseka Matshitse
Colleague at Capitec BankSouth Africa
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Gugu Shabangu
Colleague at Capitec BankJohannesburg Metropolitan Area, South Africa
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Lizzie Tilodi
Colleague at Capitec BankCape Town, Western Cape, South Africa
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My final project (on the analytical track) had the title: “ Using financial data to approximate social connectedness for marketing value”..
Quick answers generated from the profile data available on this page.
Johan Strydom works for Capitec Bank.
Johan Strydom is listed as Data Science & Business Insights - Data Driven Success! at Capitec Bank.
AeroLeads has found 1 work email signal at @fnb.co.za for Johan Strydom at Capitec Bank.
Johan Strydom is based in City of Cape Town, Western Cape, South Africa while working with Capitec Bank.
Johan Strydom has worked for Capitec Bank, Fnb South Africa, Nedbank, Volition Consulting Services, and Wispeco Aluminium.
Johan Strydom's colleagues at Capitec Bank include Theophellus Matlala, Anton Van Wyk, Siyamthanda Kelemane, Mehluli Dlamini, and Lonwabo Dondolo.
You can use AeroLeads to view verified contact signals for Johan Strydom at Capitec Bank, including work email, phone, and LinkedIn data when available.
Johan Strydom holds Master Of Science - Msc, Analytics, Gpa = 3.9 from Georgia Institute Of Technology.
Johan Strydom is listed with skills including Industrial Engineering, Process Engineering, Supply Chain Management, Process Improvement, Project Planning, Business Analysis, Program Management, and Microsoft Office.
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