Summary
Overview
Work History
Education
Skills
Hobbies
Languages
Work Availability
Quote
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DEBORRAH DAVID

DEBORRAH DAVID

Melbourne,VIC

Summary

Dedicated and motivated intern with a strong academic background in data science and seven years of experience as a VCE Physics and Maths teacher. Passionate about leveraging data to drive informed decision-making and improve outcomes. Proficient in statistical analysis, machine learning, and programming languages such as Python and R. Skilled in data manipulation, visualisation, and predictive modelling. Combining my technical expertise with my teaching experience, I bring strong problem-solving and analytical skills, as well as effective communication and collaboration abilities. Committed to continuous learning and staying up-to-date with industry advancements. Seeking an internship opportunity to apply my data science knowledge, teaching experience, and drive to contribute to projects that deliver tangible value and impact.

Overview

8
8
years of professional experience

Work History

Data Science

RMIT University
01.2023 - Current
  • Developed core data analytical skills that are essential for data scientist and prepare as data science to be able to critically problem-solve
  • Data wrangling - prepared untidy data for analysis by pre-processing (tidy data, data cleaning, data transformation, data standardisation, data discretisation and data reduction) using R
  • Practical Data Science with Python - performed tasks in data analysis lifecycle such as initial access and acquisition, modelling, transformation, integration, querying, application of statistical learning and data mining methods. Presented results to board as part of project
  • Data Visualisation
  • Machine Learning - analysed and recommended appropriate analytical approach e.g machine learning techniques, AI models and deep learning, based on parameters such as problem recognition, testing hypothesis, reproducibility and applicability of models
  • Applied Analytics - studied statistical data investigations, summary statistics, data visualisation and probability using statistical technology, namely R programming
  • Digital Risk Management - assessed information security state of organisation from holistic perspective to evaluate current practices, standards, and policies. Evaluated potential security risks to organisation to prioritise appropriate short and long-term countermeasures
  • Data Architecture, Ethics and Governance - Formulated data architecture solutions global industry-standard regulatory constraints on data privacy for sourcing, storage and use of data
  • Financial Analytics for Decision Makers - currently studying

VCE Physics, Mathematics and Science Teacher

Various Independent Schools
01.2016 - 12.2022
  • Communicated with students and parents regarding academic progress, assignments, and behaviour.
  • Cultivated positive relationships with students, parents and staff to optimise instruction and support learning outcomes.
  • Created interactive activities to engage student interest and curiosity in scientific concepts.
  • Coordinated and collaborated with other faculty members during lesson plan and curriculum development.
  • Organised excursions and laboratory experiments and encouraged student participation to enhance scientific knowledge.
  • Coordinated and collaborated with other faculty members during lesson plan and curriculum development.
  • Planned, prepared, and taught lesson plans, giving students individual support.
  • Delivered interactive lessons to help students comprehend complex concepts.
  • Designed innovative science curricula to engage students and promote critical thinking.
  • Demonstrated positive and effective classroom management skills.
  • Used exams and standardised assessment tools to measure student progress.
  • Collaborated with other teachers to integrate science into other curricula.
  • Monitored student progress and provided feedback to both students and parents.
  • Promoted culture of inclusion, respect and collaboration in classroom.
  • Provided guidance and mentoring to students regarding academic, social and emotional issues.
  • Assisted in development of college and career readiness programs.
  • Supported development of individualised education plans for students with special needs.
  • Kept abreast of technological advances in mathematics and adapted curriculum for individual, small group and remedial instruction to meet diverse needs of high school students.

Education

Master of Data Science - Strategy And Leadership

RMIT University
Melbourne, VIC
12.2024

Master of Teaching -

Monash University
Clayton, VIC
12.2015

Bachelor of Applied Science - Biology

RMIT University
12.2013

Skills

  • Programming (Python & R)
  • SQL (currently learning)
  • Azure (currently learning)
  • Statistical Methods
  • Machine Learning
  • Predictive Analytics
  • Data Extraction
  • Scientific Methods
  • Active Listening Skills
  • Unstructured Data
  • Machine Learning
  • Report Preparation
  • Statistical Analysis
  • Jupyter Notebook
  • Understanding of Science
  • Data Collections
  • Visual Representations
  • Data Representation
  • Algorithm Development
  • Data Quality Assurance Processes
  • Unsupervised Learning
  • Time Series Analysis
  • Anomaly Detection
  • Clustering Algorithms

Hobbies

  • Passionate about singing and learning different musical instruments like piano and guitar.
  • Enjoy outdoor adventures like hiking, gliding, etc.
  • Enjoy reading and listening to lectures and podcasts on politics, economics, psychology, etc.
  • Enjoy playing action-adventure games such as Assassins Creed, Ghost of Tsushima, Horizon Forbidden West, etc.

Languages

English
Native or Bilingual
Hindi
Professional Working

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

Character cannot be developed in ease and quiet. Only through experience of trial and suffering can the soul be strengthened, ambition inspired, and success achieved.
Helen Keller

Timeline

Data Science

RMIT University
01.2023 - Current

VCE Physics, Mathematics and Science Teacher

Various Independent Schools
01.2016 - 12.2022

Master of Data Science - Strategy And Leadership

RMIT University

Master of Teaching -

Monash University

Bachelor of Applied Science - Biology

RMIT University

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DEBORRAH DAVID