Graduate Trainee Data Analyst Resume Title
Resume:
PHARUDI NELSON RALUTHAKA
*** ****** ****** ********* ******** 0002, Gauteng, South Africa
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PROFESSIONAL PROFILE
Analytical and data-driven Bachelor of Science graduate in Applied Mathematics and Physics with strong quantitative, statistical, and problem-solving capabilities. Experienced in numerical modelling, optimisation, industrial operations, and data interpretation within continuous-process environments. Skilled in translating complex datasets into actionable insights to support operational efficiency, continuous improvement, and data-driven decision- making. Adept at working independently and collaboratively within multidisciplinary teams in dynamic environments.
TECHNICAL SKILLS
Data Analysis & Data Interpretation
Numerical Modelling & Simulation
Statistical Analysis & Quantitative Reasoning
Optimisation Techniques & Linear Programming
Python (Foundational)
Microsoft Excel
MATLAB
Technical Reporting, Data Validation & Error Analysis, Problem Solving & Analytical Thinking Process Optimisation and Research & Analytical Modelling EDUCATION
Bachelor of Science in Applied Mathematics and Physics North-West University
Completed: 2026
NQF Level 7 GPA: 60.76%
Relevant Coursework
Numerical Analysis – 63%
Optimisation – 64%
Fluid Mechanics – 75% (Distinction)
Differential Equations – 65%
Thermodynamics – 68%
Electromagnetism – 63%
Linear Programming – 50%
Partial Differential Equations – 65%
WORK EXPERIENCE
Contractor
Samancor Middelburg Ferrochrome Middelburg, South Africa 2026 – Present
Worked within a continuous-process industrial environment emphasizing safety, operational efficiency, and compliance.Applied analytical problem-solving skills within data-rich operational environments to support process effectiveness. Collaborated within structured operational teams to maintain productivity in dynamic industrial conditions. Adapted to fast-paced industrial workflows while maintaining accuracy and operational discipline.
Contractor
Baleya Projects (Pty) Ltd
2019 – 2020
Applied quantitative calculations and measurement techniques to support operational accuracy and task efficiency.Maintained high attention to detail within deadline-driven and structured work environments.
Supported operational activities requiring accuracy, consistency, and effective task prioritisation.
PROJECT EXPERIENCE
Numerical Data Analysis & Modelling
Conducted 15+ numerical simulations to analyse complex systems and evaluate computational accuracy.
Applied Newton-Raphson and numerical integration methods to solve analytical modelling problems.
Evaluated error margins and validated numerical outputs to improve data reliability and consistency.
Optimisation & Decision Analysis
Analysed quantitative datasets to determine optimal solutions under operational constraints.Applied linear programming models to improve efficiency in resource allocation scenarios.
Identified data-driven optimisation opportunities to support process improvement initiatives. Applied Mathematical & Physical Systems Modelling
Modelled real-world physical systems using quantitative and analytical methodologies. Interpreted relationships between flow rate, pressure, and energy within fluid systems. Converted complex physical datasets into interpretable insights supporting analytical decision
-making.
CORE COMPETENCIES
Analytical & Critical Thinking
Continuous Improvement
Technical Problem Solving
Data-Driven Decision Making
Stakeholder Collaboration
Adaptability & Resilience
Team Collaboration
Research & Analytical Support
Operational Efficiency
Time Management & Prioritisation
ADDITIONAL INFORMATION
Willing to relocate and work across multiple operational sites. Comfortable working within multidisciplinary and industrial environments. Committed to continuous personal and professional development. REFERENCES
Mr Raluthaka
Baleya Projects (Pty) Ltd
Mrs Mbali Xulu
Samancor Middelburg Ferrochrome
Teacher Assistant
Makgoka High School
ACADEMIC RECORD
Date: 11 May 2026
University number: 37949128
Title, Name and Surname: Mr Pharudi Nelson, Raluthaka Date of Birth: 09/12/2000
Qualification: Bachelor Of Science With Applied Mathematics And Physics Qualification Code: 2XF-H24-N301M-EX
First year of registration: 2021
Presentation Mode: Contact
Campus: Mahikeng
Qualification NQF Level: Level 7
SAQA ID Number: 73059
Year Credits Course Course NQF Module Type Mark Result 2021 12 ALDE111 Academic Literacy Development 1 - Eng Level 5 Ancillary 62 Pass 2021 12 ALDE122 Academic Literacy Development - Eng Level 5 Ancillary 53 Pass 2021 12 APPM171 Introduction To Mechanics Level 5 Core 78 Distinction 2021 12 CMPG171 Introduction To Computing And Programming Level 5 Ancillary 61 Pass 2021 12 NPHY171 Basic Physics I Level 5 Core 72 Pass 2021 12 MTHS171 Introductory Algebra And Calculus I Level 5 Ancillary 58 Pass Progression status: 72 credits of 72
GPA for 2021: 64.00
Year Credits Course Course NQF Module Type Mark Result 2022 12 CMPG172 Structured Programming Level 5 Ancillary 65 Pass 2022 12 NPHY172 Basic Physics 2 Level 5 Core 59 Pass 2022 12 MTHS172 Introductory Algebra And Calculus 2 Level 5 Ancillary 44 Second Opp Granted 2022 12 MTHS172 Introductory Algebra And Calculus 2 Level 5 Ancillary 61 Pass 2022 12 APPM172 Mathematical Modelling And Vector Algebra Level 5 Core 44 Second Opp Granted 2022 12 APPM172 Mathematical Modelling And Vector Algebra Level 5 Core 51 Pass Progression status: 48 credits of 48
GPA for 2022: 59.00
Year Credits Course Course NQF Module Type Mark Result 2023 8 APPM213 Linear Programming Level 6 Core 50 Pass 2023 12 WVNS211 Understanding The Natural World Level 6 Ancillary 66 Pass 2023 8 MTHS212 Linear Algebra 1 Level 6 Ancillary 53 Pass 2023 8 NPHY211 Electricity And Magnetism Level 6 Core 60 Pass 2023 8 NPHY212 Modern Physics Level 6 Core 49 Second Opp Granted 2023 8 NPHY212 Modern Physics Level 6 Core 56 Pass 2023 8 MTHS211 Advanced Calculus 1 Level 6 Ancillary 44 Second Opp Granted 2023 8 MTHS211 Advanced Calculus 1 Level 6 Ancillary 39 Fail: Exam Sub Min 2023 8 APPM212 Differential Equations Level 6 Core 42 Second Opp Granted 2023 8 APPM212 Differential Equations Level 6 Core 50 Pass 2023 12 WVNS221 Understanding The Natural World Level 6 Ancillary 81 Distinction 2023 8 APPM222 Numerical Methods Level 6 Core 51 Pass 2023 8 NPHY222 Optics And Waves Level 6 Core 50 Pass 2023 8 NPHY221 Introduction To Quantum Physics Level 6 Core 40 Second Opp Granted 2023 8 NPHY221 Introduction To Quantum Physics Level 6 Core 46 Fail 2023 8 APPM223 Mathematical Methods Level 6 Core 44 Second Opp Granted 2023 8 APPM223 Mathematical Methods Level 6 Core 50 Pass 2023 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 41 Second Opp Granted 2023 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 50 Fail: Exam Sub Min 2026/05/11
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2023 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 49 Second Opp Granted 2023 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 49 Fail Progression status: 88 credits of 120
GPA for 2023: 54.95
Year Credits Course Course NQF Module Type Mark Result 2024 16 NPHY311 Electromagnetism Level 7 Core 63 Pass 2024 8 MTHS211 Advanced Calculus 1 Level 6 Ancillary 54 Pass 2024 16 APPM311 Partial Differential Equations Level 7 Core 38 Second Opp Granted 2024 16 APPM311 Partial Differential Equations Level 7 Core 37 Fail: Exam Sub Min 2024 16 NPHY312 Wave Mechanics Level 7 Core 38 Second Opp Granted 2024 16 NPHY312 Wave Mechanics Level 7 Core 52 Pass 2024 16 APPM322 Optimisation Level 7 Core 64 Pass
2024 16 NPHY321 Thermodynamics Level 7 Core 68 Pass 2024 8 NPHY221 Introduction To Quantum Physics Level 6 Core 61 Pass 2024 16 NPHY322 Nuclear Physics And Elementary Particles Level 7 Core 51 Pass 2024 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 33 Second Opp Granted 2024 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 32 Fail 2024 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 48 Second Opp Granted 2024 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 40 Fail 2024 16 APPM312 Numerical Methods For Partial Differential Level 7 Additional 0 No Participation Progression status: 96 credits of 128
GPA for 2024: 53.58
Year Credits Course Course NQF Module Type Mark Result 2025 16 APPM311 Partial Differential Equations Level 7 Core 65 Pass 2025 16 APPM313 Numerical Analysis Level 7 Core 63 Pass 2025 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 39 Second Opp Granted 2025 8 MTHS221 Multivariable Calculus 2 Level 6 Ancillary 43 Fail: Exam Sub Min 2025 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 41 Second Opp Granted 2025 8 MTHS222 Linear Algebra 2 Level 6 Ancillary 54 Pass 2025 8 MTHS221 Multivariable Calculus 2 Level 6 Additional 50 Pass 2025 16 APPM323 Fluid Mechanics Level 7 Core 75 Distinction Progression status: 64 credits of 64
GPA for 2025: 64.21
The above-mentioned student formally satisfied the senate requirements of the BACHELOR OF SCIENCE WITH APPLIED MATHEMATICS AND PHYSICS on 17/02/2026, and the qualification was/will be officially awarded/conferred to him/her on 05/05/2026. Progression status for Qualification Bachelor Of Science With Applied Mathematics And Physics: 368 credits of 368 GPA for Qualification Bachelor Of Science With Applied Mathematics And Physics: 60.76 Modules for qualification purposes will only be acknowledged if the student meets the necessary admission requirements. CERTIFICATE OF CONDUCT
It is hereby certified that the student is/was registered for the abovementioned year/years at the university and that the student’s behaviour is/was satisfactory. (In respect of students who are enrolled, this declaration is valid as at the date of issue.) This document is issued without omission or change in any form. REGISTRAR
2026/05/11
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L NWU• NORTH-WEST UNIVERSITY
BACHELOR OF SCIENCE
Prof MB Tyobeka
Vice-Chancellor
Unversity Number: 37949128
Serial Number 1007247
YUNIBESITI NOORDWES-YA BOKONE-UNIVERSITEIT BOPHIRIMA APPLIED MATHEMATICS AND PHYSICS
with
awarded to
PHARUDI NELSON RALUTHAKA
after complying with all the requirements
5 May 2026
Prof H Goede
Registrar
• ••• •
REPUBLIC OF SOUTH AFRICA
NATIONAL IDENTITY CARD
Surname
RALUTHAKA
Names
PHARUDINELSON
Sex
M
Nat1onal1ty
RSA
ldenlrty Number
Da,e of Birth
09 DEC 2000
Coun•ry of Birth.
RSA
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