Microsoft Software & Systems (SQL, Business intelligence studio, Visual Basic, Office Suite)
Philippus Albertus Prinsloo
Data Scientist
Somerset West
Summary
With over 13 years of analytical experience spanning diverse sectors, including finance and manufacturing, expertise in predictive modeling, time-series forecasting, and strategic data solutions stands out. Proficient in leveraging machine learning techniques and software engineering principles, adept at driving data-informed decision-making, optimizing operations, and implementing agile methodologies. Strong ability to assess external trends, create regression models, and enhance IT infrastructure efficiency. A track record of enhancing workflows, devising strategic trading approaches, and fostering stakeholder alignment showcases a unique blend of technical acumen and strategic vision. This comprehensive skill set, combined with a proactive approach to problem-solving, ensures alignment with business goals and the delivery of innovative, impactful solutions.
Overview
14
14
years of professional experience
12
12
years of post-secondary education
5
5
Certificates
3
3
Languages
Work History
Data Scientist
Capitec Bank
Stellenbosch
11.2021 - Current
- Utilized machine learning techniques for time-series forecasting and predictive modeling.
- Crafted data solutions blending software engineering principles, enhancing data science acumen.
- Navigated new methodologies and directed knowledge transfer sessions on statistical concepts.
- Boosted stakeholder engagement with data-driven insights and fostered cross-functional teamwork.
- Deployed querying, visualization, and analytics tools to manage complex data sets.
- Formulated and executed forecasting models, considering industry trends, amplifying company productivity.
- Data modeling identified, measured, and introduced strategies to elevate KPIs across business domains.
- Evaluated accuracy of emerging opportunities and established data sources using data exploration expertise.
- Mined and examined data from databases, refining product development and business initiatives.
- Processed, polished, and transformed data for proper handling.
- Formulated predictions using feature selection algorithms and probability models.
- Executed statistical analyses within software, navigating large datasets.
- Forecasted client demand dynamics for over 3300 ATMs, addressing business challenges.
- Initiated solutions, monitoring direct report activities and aligning with machine learning and programming approaches.
- Educated colleagues on machine learning, statistics, and programming.
Advanced time-series forecasting techniques, setting data science benchmarks.
Lead Forecaster
Capitec Bank
Stellenbosch
05.2020 - 10.2021
- Analyzed technical data to identify trends using programming languages, informing future outcomes.
- Developed predictive models using machine learning frameworks.
- Orchestrated Demand and Supply Forecasting for key areas, integrating risk assessment.
- Guided annual budget processes and monthly S&OP reviews.
- Utilized analytics for decision-making, emphasizing data processing.
- Crafted financial projections to guide investment strategies.
- Collaborated with cross-functional teams to optimize forecasting solutions.
- Presented forecast reports via visualization tools, promoting knowledge sharing.
- Adapted forecasting models to evolving business conditions.
- Managed datasets with data management tools such as R, Python, and Tableau.
- Conducted scenario analyses and refined methodologies for accuracy.
- Incorporated forecasting insights into key operational decisions.
Data Analyst
Capitec Bank
Stellenbosch
10.2018 - 04.2020
- Evaluated external trends and internal changes to design innovative solutions.
- Enhanced operations throughout service channels, focusing on immediate and future objectives.
- Directed demand forecasting for over 800 branches daily, leveraging data analytics techniques.
- Initiated quantitative capacity models for pinpoint forecasting.
- Extended internal training to streamline processes.
- Facilitated data-driven decision-making with precise impact models and clear presentation of findings.
- Pinpointed, scrutinized, and decoded trends in multifaceted data sets.
- Collaborated with business unit leaders to spotlight and prioritize challenges.
- Employed data visualization tools for transparent business insight communication.
- Conceived and launched tools to design solutions and bolster strategic value chain.
- Crafted and established data pipelines for data acquisition, cleansing, and processing.
- Implemented predictive analytics models for future trend anticipation.
Formulated data models to aid decision-making processes.
Team Performance Consultant (Scrum Master)
Capitec Bank
Stellenbosch
04.2017 - 09.2018
- Orchestrated team ceremonies and laid out strategic roadmaps.
- Synchronized team goals with broader business direction.
- Crafted essential performance indicators for team assessment.
- Engaged and directed stakeholders with precision.
- Implemented Scrum framework - from sprint planning and backlog refinement to daily stand-ups, sprint evaluations, and retrospectives.
- Partnered with product owners, team members, technologists, and fellow scrum masters to crystallize solutions and propel advancements.
- Actively pinpointed and addressed challenges, ensuring uninterrupted project momentum.
- Employed agile techniques to condense process durations and meet set benchmarks.
- Delved into contemporary trends, ensuring up-to-date Scrum methodologies.
- Diagnosed areas of concern to propose actionable solutions.
- Teamed up with units to conceptualize and roll out marketing and online initiatives.
- Supported clients with comprehensive business analysis, thorough documentation, and intricate data modeling.
Business & Process Analyst
CBi Electric – African Cables
Vereeniging
06.2011 - 03.2017
- Automated monthly operational reports for top-tier review.
- Streamlined workflows via comprehensive analysis of production and process data.
- Formulated regression models to predict production trends.
- Deployed statistical process control in vital production sectors.
- Launched reporting frameworks: Integrated Quality Index, OTIF Bulletin, Daily
- Work Centre Output Analysis, and Product Sample Verification Report.
- Championed Six Sigma (DMAIC) approach for enhancing processes.
- Managed Manufacturing Execution System (MES) design and upkeep.
- Guaranteed instantaneous data transmission from production to centralized data repository.
- Connected SCADA/OPC software with PLCs.
- Crafted instantaneous production reports and visualization dashboards from MES.
- Planned integration of MES with SAP ERP systems.
- Evaluated business mechanisms, pinpointing enhancement opportunities.
- Kept abreast of ERP, CRM, and BI tools' functionalities.
- Partnered with senior management to shape strategies and roll out novel processes.
- Designed data structures to facilitate informed decisions.
Boosted operational agility and team output by introducing refined processes.
Trade Administrator and IT Support
Unigrain (Pty) Ltd
Krugersdorp
04.2010 - 05.2011
- Administered daily grain trades, ensuring accuracy and adherence to regulations.
- Delivered IT assistance to 25 users, swiftly resolving technical challenges.
- Elevated robustness and efficiency of IT infrastructure.
- Managed tasks related to network and server administration.
- Digitalized office tasks, upheld client communications, and monitored records through to delivery.
- Evaluated market conditions on hourly basis to pinpoint hedge and arbitrage potentials.
- Conferred with portfolio managers about trading tactics, emphasizing market sentiment, resistance and support price points, and liquidity aspects of positions.
- Acted promptly on market shifts, leading to profitable outcomes.
- Outlined comprehensive hedge and trade tactics for specific transactions.
- Tracked market tendencies, formulating strategies to leverage potential prospects.
- Designed and executed strategic trading methodologies.
- Partnered with clients to nurture relationships and offer thorough support.
Education
Master of Science - Operations Research
Stellenbosch University
Stellenbosch 02.2020 - 12.2023
Bachelor of Commerce - Economics
North-West University
Vanderbijlpark 02.2012 - 11.2013
Bachelor of Science - Computer And Mathematical Sciences
North-West University
Potchefstroom 02.2003 - 08.2009
Skills
Drive-Innovation Mindsetundefined
Accomplishments
- 2021:Capitec CEO bonus for exceeding targets and showcasing notable performance during the significant operational hurdles brought about by the COVID-19 pandemic
- 2021-2022: Biosafety SA Masters Academic Bursary
- 2022: Presenter: ORSA Conference, Cape Town, South Africa
- 2023: Presenter: ODS 2023 International conference on optimization and decision science. Ischia, Italy
Software
Amazon Web Services (Sagemaker, Forecast, Redshift, Data Wrangler)
Industrial and Data Acquisition Software (Indusoft Scada Package, Kepware Data Acquisition Software)
Data Analysis and Statistical Tools (Minitab, SPSS, EViews, R, Python)
Dashboarding tools (PowerBI)
Project Management and Collaboration Tools (Atlassian Suite: JIRA & Confluence)
Enterprise Software (SAP)
Certification
Certified SAFe 4.0 Agilist
Timeline
Data Scientist
Capitec Bank
11.2021 - Current
Lead Forecaster
Capitec Bank
05.2020 - 10.2021
Master of Science - Operations Research
Stellenbosch University
02.2020 - 12.2023
Data Analyst
Capitec Bank
10.2018 - 04.2020
Team Performance Consultant (Scrum Master)
Capitec Bank
04.2017 - 09.2018
Bachelor of Commerce - Economics
North-West University
02.2012 - 11.2013
Business & Process Analyst
CBi Electric – African Cables
06.2011 - 03.2017
Trade Administrator and IT Support
Unigrain (Pty) Ltd
04.2010 - 05.2011
Bachelor of Science - Computer And Mathematical Sciences
North-West University
02.2003 - 08.2009
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