Zane Neville Neave
Nelson,NSN
Summary
Highly motivated employee with a desire to take on new challenges. Possesses a strong work ethic, adaptability, and exceptional interpersonal skills. Adept at working effectively unsupervised and quickly mastering new skills. Passionate about machine learning, with a keen interest in leveraging data-driven techniques to solve complex problems and drive innovation.
Overview
6
6
years of professional experience
Work History
Software and Artificial Intelligence Engineer
Marine AI
Nelson, NSN
04.2023 - Current
- Applied various machine learning techniques like supervised and unsupervised learning, natural language processing, image recognition, and sentiment analysis.
- Remained abreast of industry advancements and emerging trends by reading scientific articles, attending conferences, and engaging in self-directed research.
- Discovered, examined, and assessed cutting-edge machine learning technologies, providing clear explanations to team members.
- Developed and deployed efficient computer vision systems that enabled simultaneous object detection, tracking, and recognition in real-time.
- Devised methods to enhance the creation of training datasets through the fusion of labeled data and synthetically generated samples.
- Developed interactive interfaces for showcasing output from computer vision algorithms in immersive 3D environments.
- Discovered potential applications of AI and ML in improving current offerings or generating novel solutions.
- Assisted in resolving technical issues with deployed AI solutions.
Masters Student
University of Waikato
Hamilton, HAM
03.2023 - Current
- Utilized multiple sources of data to conduct in-depth research and analysis, identifying significant trends and patterns.
- Created models to forecast outcomes using acquired data.
- Utilized machine learning techniques to identify complex patterns in extensive datasets.
- Applied K-means clustering, Naïve Bayes, and Random Forests Machine Learning algorithms to analyze data.
- Developed experimental designs to measure the performance of ML models across multiple datasets.
- Provided valuable insight and advice on best practices for applying Machine Learning algorithms in practical settings.
- Enhanced accuracy assessment through the implementation of automated testing frameworks for trained models.
- Achieved increased efficiency in ML processes by proactively identifying opportunities for automation and successfully implementing tailored scripts.
- Discovered and explored advanced machine learning technologies, effectively communicating information to peers.
- Conducted comprehensive testing, validation, and modification of models to optimize outcome predictions.
- Reviewed journal articles, books, and other sources of information relevant to my field of study.
- Learned new methods, processes and procedures for research and writing.
Research Student
University of Waikato
Hamilton, HAM
03.2022 - 02.2023
- Designed and deployed a cutting-edge vision system for optimal performance on the University of Waikato's Rock Melon Harvester.
- Explored numerous subjects through research and produced detailed summaries.
- Obtained a deeper comprehension of Python and C++ programming languages
- Developed docker-based isolated workspaces to support ROS2 development efficiently.
- Implemented appropriate neural networks based on research findings to optimize accuracy in detections.
- Implemented a tracker, sizing algorithm, occlusion checks, and segmentation techniques.
- Created a robust rig capable of withstanding outdoor weather and lighting challenges.
- Expanded expertise in code documentation and refined my management skills. Orchestrated a Git server implementation for efficient version control of the University's rock melon harvester codebase.
Research Student
Robotics Plus
Tauranga, TGA
03.2022 - 11.2022
- Completed final year Engineering Honors project involving Robotics Plus.
- Advanced proficiency in Python and C++ programming languages.
- Skilled in the usage of ROS2 and Docker.
- Utilized deep learning techniques to improve object detection accuracy in implemented neural network.
- Developed and deployed a tracking system for precise monitoring of detections.
- Developed expertise in selecting and calibrating Stereo Cameras to generate high-quality pointclouds.
- Developed and implemented custom test rig for meeting project needs.
- Enhanced code management and development skills through proactive code saving to Git, alongside improved proficiency in Visual Studio Code and Ubuntu/Linux.
- Conducted research on emerging automation and robotics technologies to stay up-to-date with industry trends.
Project Engineering Intern
Robotics Plus
Tauranga, TGA
11.2021 - 02.2022
- Utilized extensive knowledge of mechanical, electrical, and software systems to effectively assemble robot components and conduct installations.
- Successfully executed tasks involving assembly construction, camera calibration, computer setup including operating system installation electrical component soldering as well as part design.
- With this internship experience, there was a significant improvement in both my collaboration and interpersonal skills while also developing better organizational and time management abilities. Additionally, increased attention to detail contributed to achieving a higher overall standard for all tasks.
Project Engineering Intern
Robotics Plus
Tauranga, TGA
11.2020 - 02.2021
- Expanded my understanding of agricultural applications for advanced robotics and control systems through hands-on experience at Robotics Plus. Acquired practical knowledge in both mechanical and electrical aspects during this period.
- Aided in streamlining RPL's robotics assembly process by improving instructions, processes, and models for the production team. Simultaneously managed smaller projects alongside assisting with robot assembly and troubleshooting.
- Achieved significant improvement in organizational, time management, and communication abilities through collaboration with colleagues in the production team to ensure seamless operations.
Event Facilitator
Hinterland Adventures
Hamilton, HAM
06.2020 - 10.2020
- Enhanced organizational skills through event facilitation by ensuring timely preparations for successful events.
- Acquired strong problem-solving skills while operating under pressure, enabling me to make rapid and sound decisions for effective and timely job execution.
- Successfully managed time constraints during equipment setup, prioritizing efficiency to maintain flawless event execution.
Customer Service Representative
BP Connect
Tauranga, TGA
03.2018 - 02.2020
- Commenced work at BP's Taupo branch as a part-time customer service representative. Transferred to Tauranga after one year where responsibilities involved engaging customers adeptly whilst ensuring accurate cash transactions. Other relevant tasks incorporated maintaining presentable shelves through restocking items and performing routine cleanliness measures.
- Achieved successful outcomes through effective time management and collaboration within a team-oriented environment.
Education
Bachelor of Engineering With Honours - Mechatronics Engineering - Engineering Technology
The University of Waikato
Hamilton, NZ04-2023
Master of Science - Artificial Intelligence
The University of Waikato
Hamilton, NZSkills
- Machine Learning
- Algorithm development
- Software Engineering
- Agile Methodology
- Python Programming
- Deep learning
- Image processing
- Pattern Recognition
- Problem-Solving
- Written Communication
- Excellent Communication
- Attention to Detail
- Adaptability
- Interpersonal Communication
Affiliations
- Surfing
- Football
Accomplishments
- Most Reliable Car Award at Engineering Design Show (2020)
- Class Representative for Electricity and Engineering (2019)
- First Class Honors in Mechatronics Engineering Degree
Languages
English
Native/ Bilingual
Afrikaans
Native/ Bilingual
References
References available upon request.
Timeline
Software and Artificial Intelligence Engineer
Marine AI
04.2023 - Current
Masters Student
University of Waikato
03.2023 - Current
Research Student
University of Waikato
03.2022 - 02.2023
Research Student
Robotics Plus
03.2022 - 11.2022
Project Engineering Intern
Robotics Plus
11.2021 - 02.2022
Project Engineering Intern
Robotics Plus
11.2020 - 02.2021
Event Facilitator
Hinterland Adventures
06.2020 - 10.2020
Customer Service Representative
BP Connect
03.2018 - 02.2020
Bachelor of Engineering With Honours - Mechatronics Engineering - Engineering Technology
The University of Waikato
Master of Science - Artificial Intelligence
The University of Waikato
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