
En Dru
@endru
Data scientist building predictive models and dashboards, including an Indonesian hate speech classifier visualized in Looker Studio.
What I'm looking for
My Indonesian hate speech classification project combined text preprocessing—including tokenization, stemming, and TF-IDF—with machine learning models such as Naive Bayes, Logistic Regression, and Random Forest. I explored the dataset with Pandas, Matplotlib, and Seaborn, then organized visualizations into a Looker Studio report.
In my smart traffic light project, I integrated YOLOv11 vehicle detection with ESP microcontrollers, MQTT, fuzzy logic, and an SQL database to adjust signal timing based on traffic flow. I’m an Informatics student at Pradita University focused on data science and analysis, and I’ve also built projects in weather forecasting, user behavior classification, and stocker performance analysis.
Experience
Work history, roles, and key accomplishments
Computer Vision AI Engineer Intern
Training and Applying YOLO Models
Aug 2025 - Jan 2026 (5 months)
Trained and applied YOLO models for detection and counting, including data research, annotation, curation, and remote implementation.
Data Scientist
Extrovert-Introvert Personality Classification
Jun 2025 - Jul 2025 (1 month)
Created a predictive classification model for personality types using behavioral data, including data exploration, preprocessing, and model evaluation.
Data Scientist
Indonesian Hate Speech Classification
May 2025 - Jun 2025 (1 month)
Developed a machine learning model to classify hate speech in Indonesian text, including data cleaning, feature extraction, and model training.
IoT Integrated with AI Developer
Smart Traffic Light System
Feb 2025 - Jun 2025 (4 months)
Designed and implemented an IoT-based smart traffic light system using ESP microcontrollers, YOLOv11 object detection, and fuzzy logic to adjust signal timing based on traffic flow.
Wireless Sensor Network Simulation Developer
Wireless Sensor Network Simulation
Feb 2025 - Jun 2025 (4 months)
Developed a wireless sensor network simulation using OMNeT++, focusing on sensor node placement and data transmission for smart monitoring systems.
Data Scientist
Final-Project-Analyzing-Stocker-Performance
Feb 2025 - Mar 2025 (1 month)
Analyzed stocker performance using operational data, performing data cleaning, EDA, and building a dashboard to provide actionable insights.
Data Scientist
Weather Analysis at Mumbai
Sep 2024 - Dec 2024 (3 months)
Conducted data analysis on historical weather data in Mumbai, including preprocessing, statistical analysis, and predictive modeling.
Education
Degrees, certifications, and relevant coursework
Pradita University
Bachelor Degree, Informatics
2022 -
Grade: 3.8
Pursuing a Bachelor's degree in Informatics with a focus on Data Science and Data Analysis, maintaining a GPA of 3.8.
edX
Certificate, Data Science
Completed online courses in data science and generative AI, including HarvardX Data Science: R Basics and Python for Data Science Project.
Coursera
Certificate, Data Science
Completed various online courses in data science and generative AI, including HarvardX Data Science: R Basics and Python for Data Science Project.
Google Cloud Skill Boost
Certificate, Cloud Computing
2024 - 2024
Completed Google Cloud courses covering data, ML, AI, and responsible AI principles.
Anderson School
Secondary/High Level, Science
2016 - 2022
Grade: 88.6
Completed secondary education with a Science major, achieving an average score of 88.6.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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