- Grading and review students' works.- Guiding students through the intricacies of multivariate analysis, fostering a positive and growth-oriented approach to learning.

- Developed clear and concise educational materials on the concepts and programming aspects of regression modeling.- Conducted direct and engaging instruction on regression analysis concepts and programming for junior college students.- Guiding students through the intricacies of basic statistics, fostering a positive and growth-oriented approach to learning.

- Lead Capstone Project "Lokavo: Local Ventures!"- Collaborated on a capstone project to develop Lokavo apps as a machine learning engineer, focusing on spatial data preprocessing and developed data pipeline for clustering and natural language modelling- One of Best Capstone Presenters- Achieved Top 5 Best Technopreneur Capstone Project, advancing to the next phase of incubating "Lokavo: Local Ventures!"- Achieved Top 5 Best Showcase of Project Management Challenge #PMC- Achieved Top 1.000 Most Active Students in The Instructor-Led Training Session- Achieved Top 1.000 Performing Students in English Courses and Tests- Achieved Distinction Graduates (Top 10% of Machine Learning Path)

- Collaborated with cross-functional teams to annotate and label large datasets for machine learning projects.- Actively participated in team meetings and brainstorming sessions to contribute ideas and insights.- Successfully contributed to the annotation of 12 datasets, meeting project deadlines and quality standards.- Utilized several pre-trained models from HuggingFace, such as BERT, RoBERTa, DistilBERT, etc