Resume

My professional experience and qualifications

Education

Bachelor of Statistics
Feb 2020 - April 2024

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

Machine Learning Mentor - Part-time
Feb – Dec 2024

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

Research and Development Assistant - Part-time
Jan – Dec 2024

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

Data Analyst Open Source Project - Project-based
Feb – March 2024

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

Statistics Tutor - Freelance
Apr 2022 – Dec 2023

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

Machine Learning
Deep Learning
NLP
Feature Selection
Data Preprocessing
ETL
Data Analysis
Python
SQL
Scikit-learn
TensorFlow
PyTorch
Flask
Microsoft Excel
Tableau
Streamlit
Git
MLflow
Docker
Prometheus
Grafana

Awards & Achievements

Inspiring Alumni

Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka

Feb & June 2024

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

Oct 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

Aug 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

Jun 2023

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

Nov 2022

Segmenting Indonesian provinces by COVID-19 caseloads using K-Means clustering and visualizing insights in Tableau.

Certifications & Trainings