Loc Nguyen
Melbourne,Victoria
Summary
4th-year Monash Honours student with an immense curiosity for data science, known for high productivity and efficient task completion. Possess deep knowledge in machine learning, statistical analysis, and data visualization. Excel in problem-solving, critical thinking, and communication, which are proven through high achievements in previous projects and internship experience.
Overview
2
2
years of professional experience
Work History
Data Entry Officer
One Task
03.2023 - Current
- Adjudicate thousands of images of offenses per day regarding Victorian traffic.
- Report daily statistics and conditions of images.
- Detect potential abnormalities within images being captured by systems.
Data Science Intern
Constellation Technologies
Melbourne, VIC
07.2024 - 11.2024
- Built and optimized a Natural Language Processing BERT model to extract essential details from data as texts, which extracted 95% accurate results for the expiry date and net weight of food packages from different vendors by inputting related questions into the model as a question-answer system.
- Built and fine-tuned a Random Forest model to predict one-week-ahead values of a bank index that reflects the overall performance of 12 major Indian banks. The fine-tuned model has a very small mean percentage of error (MAPE) of 0.5%, which surpasses my supervisor's expectations of having a 20% error.
Education
Bachelor of Applied Data Analytics (Honours) -
Monash University
Victoria, Australia05.2025
Skills
- Data wrangling
- Programming languages (Python, R, SQL)
- Data analysis (Matplotlib, pandas, NumPy)
- Machine learning (scikit-learn)
- Deep learning (PyTorch)
- Teamwork
- Leadership
- Problem-solving
Affiliations
Dean's List Award, Monash University, 07/01/23
- The award is presented to students in the Faculty of Science who achieved a Weighted Average Mark (WAM) of at least 85
International School Captain, Kew High School, 12/01/21
- Attended weekly meetings and collaborated with the School Council to hold events for students and promote cultural diversity
- Organized the Mid-Autumn Festival with more than 70 students involved, featuring traditional Vietnamese and Chinese food
- Arranged a 'Music Day' at lunchtime monthly, with more than 10 performances per event to help students unwind from the VCE workload
Timeline
Data Science Intern
Constellation Technologies
07.2024 - 11.2024
Data Entry Officer
One Task
03.2023 - Current
Bachelor of Applied Data Analytics (Honours) -
Monash University
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