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En DruED
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En Dru

@endru

Data scientist building predictive models and dashboards, including an Indonesian hate speech classifier visualized in Looker Studio.

Indonesia
Message

What I'm looking for

I’m eager to contribute to impactful data solutions in a dynamic environment.

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

TM

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.

SS

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.

WS

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.

Education

Degrees, certifications, and relevant coursework

PU

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 logoED

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 logoCO

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 logoGB

Google Cloud Skill Boost

Certificate, Cloud Computing

2024 - 2024

Completed Google Cloud courses covering data, ML, AI, and responsible AI principles.

AS

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

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