Summary
Overview
Work History
Education
Skills
Timeline
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Sam Bentley

Wellington,WGN

Summary

Results-oriented individual with a passion for continuous learning and innovation. Known for leveraging analytical thinking and creativity to solve problems and deliver high-impact solutions in fast-paced environments.

Overview

6
6
years of professional experience

Work History

Data Scientist - Junior

Arcanum AI
Wellington CBD, Wellington
04.2023 - Current
  • Performed exploratory analysis on large datasets using SQL and Python libraries such as Pandas, NumPy, Scikit-Learn, and Matplotlib.
  • Assisted in developing machine learning algorithms for predictive modeling tasks.
  • Assisted senior team members in developing predictive models using machine learning algorithms.
  • Analyzed unstructured datasets using advanced analytics techniques such as machine learning algorithms.
  • Built machine learning models for predicting user intents from natural language processing.
  • Designed machine learning models for natural language processing applications.
  • Implemented object-oriented programming in Python to build custom classes and functions.
  • Created unit tests for existing and new Python code using PyTest framework.
  • Troubleshot, debugged, and fixed issues related to existing Python codebase.
  • Employed Git version control system for tracking changes in source code repositories over time.
  • Developed Python scripts to automate data processing tasks.
  • Integrated third-party APIs and services into Python applications to enhance functionality.
  • Assisted with planning, designing, coding, debugging, testing, documenting, and maintaining software applications.
  • Collaborated with support team to assist client stakeholders with emergent technical issues and develop effective solutions.
  • Worked closely with systems analysts, engineers and programmers to understand limitations, develop capabilities and resolve software problems.
  • Leveraged Agile methodologies to move development lifecycle rapidly through initial prototyping to enterprise-quality testing and final implementation.

Data Science Intern

Energy Efficiency & Conservation Authority (EECA)
Wellington CBD, Wellington
10.2022 - 03.2023
  • Documented data engineering workflows in Jupyter notebooks for reproducibility purposes.
  • Created visualizations of data with Tableau, PowerBI, and R Shiny.
  • Performed exploratory data analysis on large datasets to identify patterns and trends.
  • Used statistical software to analyze and process large data sets.
  • Designed surveys, opinion polls and assessment tools to collect data.
  • Cleaned and manipulated raw data.
  • Collaborated closely with team members to achieve project objectives and meet deadlines.

Transport Officer

GBL Personnel Limited
Wellington, Wellington
11.2021 - 05.2022
  • Communicated delays and early arrivals to management.
  • Sought opportunities to improve existing data.
  • Leveraged software to compile and model data.
  • Assessed program risks with reviews of plans and analysis of available data.
  • Assessed programs to identify risks or problems to determine appropriate responses.
  • Kept data secure and followed proper procedures for uploading and transmitting information.
  • Obtained scanned records and uploaded into company databases.
  • Maintained detailed logs of finished and in-progress data entry projects to identify areas of improvement and increase productivity.
  • Received and followed directions from train dispatchers.
  • Read and interpreted pieces in order to determine correct approaches.

Kitchen Hand

The Hunter Lounge Victoria University
Kelburn, Wellington
03.2019 - 07.2021
  • Maintained order and cleanliness of work areas to conform with health codes.
  • Gathered ingredients and cleaned and cut food items to prep recipes.
  • Maintained clean and well-organized kitchen areas to promote efficiency.
  • Displayed strong knowledge of proper food safety and sanitation practices.

Kitchen Hand

Milk And Honey Victoria University
Kelbrun, Wellington
12.2018 - 12.2019
  • Backed up kitchen team members during heavy work periods to maximize team coverage.
  • Replenished stations throughout restaurant and restocked cupboards, serving areas and salad bars to meet employee and customer demands.
  • Prepared dishes for catering events or during high-volume shifts.

Education

First Aid -

Red Cross
Wellington
11.2021

Wellington College
Wellington
11.2018

Bachelor of Science - Economics, Data Science

Victoria University
Wellington

Skills

Technical Skills:

  • Python Programming
  • BI tools expertise
  • Agile Methodology
  • Linear algebra
  • Machine Learning
  • Computational design
  • Problem-Solving
  • Data structures and algorithms
  • Product Development
  • Software Development
  • Technology Integration
  • Code Review
  • Technical Writing
  • Project Oversight
  • Test Automation
  • Cloud Computing

Soft Skills:

  • Time Management
  • Social skills
  • Planning and coordination
  • Multitasking
  • Organization
  • Communication

Timeline

Data Scientist - Junior

Arcanum AI
04.2023 - Current

Data Science Intern

Energy Efficiency & Conservation Authority (EECA)
10.2022 - 03.2023

Transport Officer

GBL Personnel Limited
11.2021 - 05.2022

Kitchen Hand

The Hunter Lounge Victoria University
03.2019 - 07.2021

Kitchen Hand

Milk And Honey Victoria University
12.2018 - 12.2019

First Aid -

Red Cross

Wellington College

Bachelor of Science - Economics, Data Science

Victoria University

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Sam Bentley