Summary
Overview
Work History
Education
Skills
Research Focus
Technology Stack
Data / AI Projects
Hobbies
Timeline
Generic
Karabo Elias Pelle

Karabo Elias Pelle

Manager: Collection System Support And Enablement
Pretoria

Summary

Professional Summary

Senior IT and Data Automation Professional with over 10 years of experience in telecommunications systems and enterprise collections platforms. Experienced in Python automation, SQL data analysis, system integration, and operational analytics within large-scale customer management environments. Proven ability to improve operational efficiency through automation, system optimization, and data-driven insights. Currently completing a Postgraduate Diploma in Computer Science, focusing on data science and machine learning applications for debt collection optimization.

Overview

13
13
years of professional experience
2
2
Languages

Work History

Manager: Collection System Support and Enablement

Infinity Service Partner
09.2023 - Current

Responsible for managing and optimising enterprise collections systems by overseeing system configuration, integration, reporting, and operational support within a telecommunications collections environment.

Key Responsibilities

  • Lead a multidisciplinary specialist team responsible for system analysis, quality assurance, integration, and customer insights.
  • Ensure stability and performance of the PowerCurve collections platform used to manage customer debt recovery processes.
  • Implement Python automation scripts to automate system monitoring and operational checks.
  • Oversee system enhancements including system design, configuration, testing (SIT/UAT), and production deployment.
  • Manage system integrations between the collections platform and other enterprise systems.
  • Investigate system incidents, identify root causes, and implement long-term solutions.
  • Support operational teams by ensuring systems effectively enable collections strategies and processes.
  • Provide insights from system data and operational trends to support decision making.

Senior Specialist: System Administrator

Infinity Service Partner
10.2020 - 08.2023

Responsible for configuring, maintaining, and supporting the Tallyman collections system used in telecommunications debt collection operations.

Key Responsibilities

  • Ensured stability and performance of the collections platform through proactive system monitoring.
  • Performed daily system health checks and monitored batch processing cycles.
  • Investigated and resolved system incidents and operational issues.
  • Supported system enhancement projects including configuration, testing, and deployment.
  • Conducted System Integration Testing (SIT) and supported User Acceptance Testing (UAT).
  • Provided technical support to operational teams and collections call centres.
  • Collaborated with analytics and reporting teams to support data-driven collections strategies.

Specialist: Customer Acquisitions

Vodacom
01.2018 - 09.2020

To effectively manage the implementation of new products, processes and services affecting the customer acquisition process; and effectively manage IT and non-IT projects affecting the Customer Acquisition functional area.

  • Provide operational support
  • Ensure availability to assist with IT operational support issues relating to customer acquisition processes
  • Ensure that support issues are properly registered and reported on
  • Ensure that feedback on support issues is provided
  • Manage customer experience
  • Improve the customer experience through system and process automation
  • Ensure that effective feedback is given on all work carried out; including operational support issues
  • Implement the necessary quality guidelines and measures to ensure that customer interactions are of the highest possible level of quality
  • Delight our customers through continuous business improvement and innovative solutions which support customer needs
  • Manage data integrity & security
  • Ensure that all data is managed in the most secure manner available
  • Ensure that all data relating to customer acquisition processes is effectively backed up in a secure environment
  • Ensure that user access to data is effectively controlled, monitored and reviewed to avoid unauthorised access to data
  • Ensure that data is only transferred through approved, secure Vodacom data transfer infrastructure
  • Ensure that data stored in Customer Acquisition related databases remains accurate and is not compromised
  • Deliver reports
  • Ensure the availability of the necessary monthly operational reports
  • Ensure that all reports are delivered in the required time frame
  • Ensure that all reports are compiled with the highest degree of professionalism; paying specific attention to quality requirements
  • Ensure confidential information is safe-guarded from unauthorized users
  • Ensure that all reports are consolidate and automated in line with Vodacom’s digitalization plan.
  • Perform business analysis
  • Investigate ways of improving Customer Acquisition related business processes to ensure optimal operational efficiencies
  • Investigate ways of improving Customer Acquisition related IT systems to ensure optimal operational efficiencies
  • Make recommendation, document, store; and obtain approval of business process and IT system improvements
  • Manage the implementation of approved business process and IT system improvements
  • Perform User Acceptance Testing
  • Ensure that all system changes affecting Customer Acquisition are effectively tested prior to implementation
  • Ensure that all test cases are accurately documented and carried out
  • Ensure that test results are accurately documented and stored
  • Ensure that system defects are kept to a minimal
  • Ensure programmatic effectiveness
  • Ensure program quality and stability by developing and implementing plans, standards, controls, systems and procedures
  • Execute organisational program efforts such as Health & Safety, Business Continuity, TQM Plans; Customer 3D; and Risk Plans
  • Stay abreast of current trends relating to customer acquisition strategies, products and solutions
  • Anticipate future trends likely to impact the company customer acquisition and credit risk management strategies
  • Oversee design, delivery and quality of programs and projects sponsored or owned
  • Perform analysis and system simplification of current systems.
  • Employment Type: Permanent

System Administrator

Vodacom
11.2015 - 12.2017

Responsible for supporting systems and processes affecting the customer acquisition and onboarding environment.

Key Responsibilities

  • Provided operational and technical support for IT systems used in customer acquisition.
  • Supported system automation initiatives aligned with Vodacom’s digital transformation strategy.
  • Delivered operational reports and ensured data integrity within customer acquisition systems.
  • Conducted business analysis to identify opportunities for system and process improvements.
  • Performed system testing and validation for system changes affecting customer acquisition platforms.

System Administrator

Call Force (placed at Vodacom)
06.2014 - 11.2015

Responsible for configuration, testing, and operational support of the Tallyman collections system.

Key Responsibilities

  • Maintained system stability through monitoring and operational support.
  • Configured collections strategies and system changes.
  • Investigated system defects and implemented fixes.
  • Supported system testing activities including SIT and UAT.
  • Provided support to collections operations and internal technical teams.

Java Developer

Statistics South Africa
05.2013 - 12.2013
  • Define objectives by analysing the user requirement; system features and functionality.
  • Design and develop user interfaces to application
  • Determine design methodologies and completing programming languages and software products;
  • Designing and conducting tests.
  • Contribution in all phases of the development lifecycle.
  • Completes application development by coordinating requirements, schedules, and activities.
  • Contribute to team meetings.
  • Support and troubleshooting development and production problems.
  • Update s job knowledge by researching new technologies and software products; participating in educational opportunities; reading professional publications; maintain personal network.
  • Enhance organisation reputation by accepting ownership for accomplishing new and different requests; exploring opportunities to add value to job accomplishment.
  • Write well designed, testable and efficient code to meet and support business needs.
  • Employment Type: Internship Training

Desktop Application Developer

Tshwane University of Technologies
02.2013 - 05.2013
  • Updating, maintaining, modifying and developing an existing application.
  • Clarify what actions the application is intended to perform.
  • Identify bottlenecks and bugs and devise possible solutions to anticipate problems.
  • Break down problem specification into simplest elements and translate the logic into a programming language.
  • Combine elements of the program design and test it.
  • Reacting to problems and correcting the program as necessary.
  • Evaluate and increase the program’s efficiency.
  • Adapting the program to new requirements.
  • Updating, repairing, modifying and developing the existing application.
  • Employment Type: In-Service Training

Education

Post Graduate Diploma - Computer Science

Tshwane University of Technology

Baccalaureus Technologiae (BTECH) - Information Technology

Tshwane University of Technology
04-2017

National Diploma - Information Technology

Tshwane University of Technology
09-2013

Grade 12 - undefined

Mmanotshe Moduane High School
01-2008

Skills

Leadership and Team Management: Experience managing a multidisciplinary team consisting of business analysis, quality assurance, system integration, and customer insights specialists Skilled in coordinating technical and analytical functions to deliver system improvements, operational support, and strategic insights

Analytical and Problem-Solving Skills: Strong analytical skills developed through system analysis, collections strategy configuration, and operational problem-solving Experienced in investigating root causes of system issues, identifying trends, and implementing solutions that improve system performance and business outcomes

Database and Data Management: Experience working with relational databases and database management systems including SQL Plus, SQL Developer, Microsoft Access, and XAMPP Ability to query, manipulate, and analyse data to support reporting, troubleshooting, and system analysis

Research Focus

Research Area

A Machine Learning Model for Debt Collection Prioritization in South African Telecommunications.

Research Areas

  • Predictive analytics
  • Machine learning for financial decision-making
  • Data-driven collections optimisation

Technology Stack

Languages: Python, SQL, Java
Databases: Oracle SQL, PL/SQL
Data Tools: Jupyter Notebook, SAS
Platforms: PowerCurve, Tallyman
Development Tools: Visual Studio, NetBeans

Data / AI Projects

Python Automation – Collections System Monitoring

  • Developed automation scripts to monitor enterprise collections systems and batch processes.
  • Improved system health visibility and reduced manual operational checks.

Machine Learning Research

  • Investigating supervised learning models for improving debt collection prioritisation.

Hobbies

Programming, Soccer and Reading

Timeline

Manager: Collection System Support and Enablement

Infinity Service Partner
09.2023 - Current

Senior Specialist: System Administrator

Infinity Service Partner
10.2020 - 08.2023

Specialist: Customer Acquisitions

Vodacom
01.2018 - 09.2020

System Administrator

Vodacom
11.2015 - 12.2017

System Administrator

Call Force (placed at Vodacom)
06.2014 - 11.2015

Java Developer

Statistics South Africa
05.2013 - 12.2013

Desktop Application Developer

Tshwane University of Technologies
02.2013 - 05.2013

Grade 12 - undefined

Mmanotshe Moduane High School

Post Graduate Diploma - Computer Science

Tshwane University of Technology

Baccalaureus Technologiae (BTECH) - Information Technology

Tshwane University of Technology

National Diploma - Information Technology

Tshwane University of Technology
Karabo Elias PelleManager: Collection System Support And Enablement