Resume
My professional experience and qualifications
Education
Universitas Terbuka Jember, East Java
Cumulative GPA: 3.89 out of 4.0
Undergraduate research project:
Titled "Evaluating the Efficacy of ARIMA and Double Exponential Smoothing for Forecasting Fishermen's Exchange Rate in East Java"
Activity:
- Speaker at the 36th Knowledge Sharing Forum Universitas Terbuka
- Speaker at Statistics Student Talk Series One
- Speaker at Radio UT
Relevant Coursework:
Statistical Inference; R; SPSS; Linear Algebra; Multivariate Calculus; Operational Research
Professional Experience
Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka, Remote
- Empowered 47 students through a structured mentorship program and a strategic learning approach; fostering collaboration that boosted participation by 70%.
- Drove student progress and successful coursework completion by facilitating weekly consultations and providing expert guidance on machine learning projects.
- Achieved a 92% graduation rate across two mentored batches, with average student ratings of 4.9/5.0 and instructor ratings of 4.8/5.0, reflecting impactful and highly satisfying mentoring.
Skills:
Machine Learning Concepts; Mentorship & Coaching; Collaboration; Conflict Management; Leadership; Active Listening; Student Development; Performance Tracking
Braincore.id, Remote
- Conducted a comprehensive narrative review to identify relevant prior work, significantly contributing to a groundbreaking AI/ML paper expected in top journals.
- Reinforced a thesis student in the field of tourism, computer vision, and business intelligence by providing guidance and resources; resulting in a 25% increase in productivity and timely completion of the thesis.
Skills:
Research & Literature Review; AI/ML Research; Scientific Writing; Computer Vision Concepts; Business Intelligence Concepts; Guidance & Support; Productivity Enhancement; Analytical Thinking
OMDENA India Local Chapter Challenge, Remote
- Executed literature review of 5+ research papers on social media's impact on mental health, guiding chatbot development toward the most prevalent disorders.
- Preprocessed 330.000 social media posts and built a sentiment model using fine-tuned XGBoost; improved accuracy by 10% compared to baseline models.
- Integrated the best sentiment model; enabling the chatbot to prioritize negative inputs, reducing conversation time by 5%, leading to more focused and supportive interactions.
Skills:
Data Preprocessing; Sentiment Analysis; Machine Learning (XGBoost, Model Tuning); Qualitative Research; Research & Literature Review; Data Quality
Livingston Research, Remote
Guided students in mastering the intricacies of Mathematics, Statistics, and Data Analytics; garnered reviews with an average rating of 4 out of 5 stars based on student feedback.
Skills:
Statistics; Mathematics; Data Analytics; Microsoft Excel; Concept Simplification; Student Engagement; Feedback Provision
Skills
Awards & Achievements
Inspiring Alumni
Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka
Recognized as an Inspiring Alumni. Collaborated with Google Indonesia on the International Women's Day 2024 initiative and delivered a speech at the Google AI for the Golden Generation of Indonesia event.
Third Runner-up
Intelligo Data Competition 2023
Secured a top position among 70 teams by synthesizing customer insights through sentiment analysis and topic modeling, visualized via an interactive Streamlit dashboard.
Top 10 Finalist
RISTEK Datathon 2023
Achieved a top ranking among 88 teams by optimizing traffic flow management through machine learning-based congestion forecasting at ten Al-powered intersections.
Distinction Graduate
Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka
Recognized as a top 10% graduate out of 4709, demonstrating a strong academic foundation and proactive skill development for a successful career.
Top 3 Best Projects
Data Science Academy Information Systems Expo 2022
Segmenting Indonesian provinces by COVID-19 caseloads using K-Means clustering and visualizing insights in Tableau.