Welcome to my GitHub! I'm an aspiring data scientist, currently studying Information Systems and Technology at Bandung Institute of Technology. I'm passionate about using data to solve real-world problems and make impactful decisions.
- Natural Language Processing for Sentiment Analysis Using Bidirectional GRU: Analyzed sentiment in Indonesian language texts from Twitter.
- Automated Traffic Monitoring Using YOLOv8: Developed a system for detecting road accidents.
- Time Series Forecasting with XGBoost: Predicted average vehicle speed to enhance traffic management.
- AirBnB Data Analysis in Seattle (2016): Analyzed the AirBnB market using Tableau.
- Customer Segmentation and Churn Prediction: Enhanced customer retention strategies in the telecommunications industry.
- Quantitiy Prediction And Customer Segmentation: Implemented a model for quantity prediction using regression techniques and segmented customers into distinct clusters using k-means clustering.
- UTBK Score Analysis: Analyzed the distribution of UTBK scores to enter STEI-K ITB using python pandas and excel.
- Predicting Credit Card Approvals: Built an automatic credit card approval predictor using machine learning techniques.
- Languages: Python, C, C++
- Tools & Technologies: Tableau, Pandas, Excel, XGBoost, YOLOv8, BiGRU. and Other
- Areas of Expertise: Data Analysis, Machine Learning, NLP, Object Detection, Time Series Forecasting
- Bandung Institute of Technology: Bachelor of Information System and Technology (2022-2026)
- National GEMASTIK XVI Data Mining Finalist (2023)
- Data Analysis Certification From FreeCodeCamp
- Data Scientist Professional Certificate
- Data Analyst Professional Certificate
- Machine Learning with Python From FreeCodeCamp
- Certificate of Achievement - Kalbe Nutritionals (PT Sanghiang Perkasa) Data Scientist Project Based Internship
- Belajar Machine Learning untuk Pemula
- Ristek Datathon 2023
- Informatics Festival Unpad
- Data Challenge Telkomsel
- Data Slayer 1.0
Feel free to explore my repositories and connect for collaborations or discussions!
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent