Welcome to my GitHub profile! I'm a Industrial Engineering graduate specializing in data science and AI applications. My passion lies in using data-driven insights to solve complex problems in agriculture, healthcare, and more.
I’m graduate from Industrial Engineering at Universitas Islam Indonesia. As part of this journey, I’m building my expertise as a data scientist. I’ve honed my skills through Kaggle competitions, where I analyze data and develop predictive models, and have real-world experience as part of the AI team at CoXplore Vietnam.
- Artificial Intelligence Applications - Agriculture, Healthcare, and Environmental Sciences
- Data Science & Analytics - Modeling, insights, and business intelligence
I'm always open to collaboration! Reach out at: [email protected]
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Health Indicators in Indonesian Provinces
Analyzing pre-and post-pandemic health indicators to group provinces based on health aspects. -
Crop Recommendation System
Climate change analysis to predict crop recommendations based on environmental data. -
Clinical Decision Support System
A hybrid recommender model for hospitals to improve healthcare decision-making. -
Text Generator Deployment
- Corpus Mining
- AI Model Training (N-Grams, BI-LSTM)
- Flask API Deployment
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Predicting Customer Subscriptions
Using logistic regression to predict customer subscription likelihood for premium features. -
Fraud Detection
Leveraging Artificial Neural Networks and undersampling to detect potential fraud for credit card companies. -
Student Creativity Week (PKM)
Team leader in this government-supported student project initiative.
Feel free to explore my projects, connect with me, or check out my full resume and publications. Let’s build something great together!
© 2024 Albara Bimakasa