Hermann Tapamo

Hermann Tapamo

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location of Hermann TapamoCity of Johannesburg, Gauteng, South Africa

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  • Timeline

  • About me

    Manager at Deloitte | Engineer | Data Scientist

  • Education

    • Westville Boys' High School

      -
      National Senior Certificate 91%

      Activities and Societies: Leader/Mentor, 1st Team Basketball, Toastmasters

    • University of Pretoria/Universiteit van Pretoria

      -
      Master’s Degree in Information Technology Big Data Science 78%

      Activities and Societies: Research • Developed a flexible pavement crack detection ML model that automates the detection of cracks along our roads using image data that was developed and prepared by myself.• Developed a log end biometric machine learning model (ML) that may be used in the forestry industry to improve tracking of the log ends using the log end image data.• Published researcher in the field of Data Science, papers derived from my Masters dissertation have gone on to be published. I have been… Show more • Developed a flexible pavement crack detection ML model that automates the detection of cracks along our roads using image data that was developed and prepared by myself.• Developed a log end biometric machine learning model (ML) that may be used in the forestry industry to improve tracking of the log ends using the log end image data.• Published researcher in the field of Data Science, papers derived from my Masters dissertation have gone on to be published. I have been invited to multiple international conferences, where I have had the opportunity to present my work.• Dissertation passed with distinction• Derived paper presented in SoCPaR 2022: 14th International Conference on Soft Computing and Pattern Recognition, titled "Convolutional neural networks for crack detection on flexible road pavements", Published in Springer LNNS Series Show less

    • University of the Witwatersrand

      -
      Bachelor of Science (B.Sc.) Civil Engineering 74%

      Activities and Societies: Golden Key Member, Dean’s List, Wits Basketball, Vice-Chairperson of Civil Engineering Student Council, Established a Mentorship Program for all Civil Engineering Students

  • Experience

    • Sasol

      Jan 2019 - Jun 2023

      Lead Civil Engineer on capital projects. My responsibilities entail:• Overseeing the design, construction and maintenance of civil and structural infrastructure.• Ensure fit for purpose engineering solutions from a technical, safety and economic perspective at all stages of project development.• Foster teamwork and team building by providing guidance and support to fellow engineers. I have assisted in the planning of technical training forums. I have chaired at these forums and delivered knowledge sharing presentations.• Application of contracting principles to assist commercial counterparts in selecting the most suitable contracting option based on the scope and technical risks associated. • Review of designs in all project phases: pre-feasibility, feasibility, basic engineering, detailed engineering and execution.• Application of project risk management principles throughout the project life cycle. Show less As a graduate engineer I rotated biannually to different engineering departments across Sasol, my responsibilities and accomplishments included:• Supporting the plants by providing technical solutions to problems typically associated with aging civil infrastructure or the building of new infrastructure to better serve plant operations.• Oversaw the development of the civil and structural asset maintenance software. The software is used to store, process and present (dashboards) the condition report data.• Quality control and assurance of various construction projects.• Responsible for technical inspections and delivering conditional reports including rehabilitation estimates to assist in budgeting and renewal roadmaps. • Designed a storage structure and produced the drawings and BOM which was successfully constructed.• Gained proficiency in several software packages such as Prokon, Robot, Civil3D, Plaxis 3D and GeoStudio.• Developed a comprehensive engineering feasibility package, including structural analysis outputs to validate the proposed solutions Show less

      • Civil Engineer

        Dec 2021 - Jun 2023
      • Graduate Civil Engineer

        Jan 2019 - Nov 2021
    • Zutari

      Mar 2021 - Aug 2021
      Graduate Geotechnical Engineer

      • Involved in geotechnical investigations and carried out pile designs, both manually and with the aid of FEM software packages. • Carried out extensive design checks of piles for a project in execution, to ensure additional loads exerted by the superstructures were still within design limits.• The software packages used enable the use of coding languages, such as Python, to automate certain features and design parameters for ease of analysis.

    • Fraser Alexander

      Jul 2023 - Oct 2024
      Senior Data Scientist

      I am part of the business improvement team, where I analyse current business processes across various departments (Human Resources, Finance and Operations) and identify opportunities to drive optimisation and efficiency through data solutions.Responsibilities:• Data modelling• Data analysis• Data pipeline architecture design• Business process automation• Building business intelligence reports and dashboards• Building applications to facilitate data collection in operations and subsequent analysisKey contributions:• Developed automated BI finance reports used by management and operations.• Developed automated production and plant utilisation reports, including time usage models for facilitation of analysis, predictive forecasting and planning• Developed an overtime application to replace the previous manual process, this also includes an integrated approval and validation flows. A BI dashboards was also developed to visualise the ingested data.• Developed a production application for operations to log their hourly production figures across various sites, as well as any downtimes, to facilitate planning and oversight.I joined the company at a critical time in its data maturity journey and this has allowed me to gain valuable knowledge and experience in empowering a business through data modernization. Show less

    • Deloitte

      Nov 2024 - now
      Manager

      Manager within the AWS AI and Data team

  • Licenses & Certifications

    • Introduction to Financial Markets

      Coursera
      Dec 2018
      View certificate certificate
    • AWS Certified Cloud Practitioner

      Amazon Web Services (AWS)
      Dec 2024
      View certificate certificate
    • Member

      Golden Key International Honour Society
      Dec 2014
  • Honors & Awards

    • Awarded to Hermann Tapamo
      Dean's List - Nov 2015
    • Awarded to Hermann Tapamo
      Dean's List - Nov 2014