Mohamad Maulana Firdaus Ramadhan

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.

📊 Projects

• 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.

🛠 Skills

• 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

📚 Education

• Bandung Institute of Technology: Bachelor of Information System and Technology (2022-2026)

🏆 Achievements

• National GEMASTIK XVI Data Mining Finalist (2023)

🎗️ Certification

• 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

💫 Competition Experience

• Ristek Datathon 2023
• Informatics Festival Unpad
• Data Challenge Telkomsel
• Data Slayer 1.0

📩 Contact

• Email: maulanafirdaus63@gmail.com
• LinkedIn: https://www.linkedin.com/in/mohamad-maulana-firdaus-ramadhan/

Feel free to explore my repositories and connect for collaborations or discussions!