Transforming Data into Action: A Showcase of ML Projects
Hi, I’m Jana – Welcome to My Fun Pet Projects Page!
I’m a researcher with a passion for machine learning and turning curiosity into creative projects. This is where I share the interesting things I’ve learned and built while exploring topics that inspire me. From experimenting with ML models to diving into data-driven discoveries, this space is all about learning, growing, and having fun. I hope you enjoy exploring my projects as much as I enjoyed creating them! 😊
Time series forecasting
Time series analysis to forecast food prices (rice), weather patterns, and PM10 air pollution levels—turning trends into insights.
NLP & LLM
NLP projects included sentiment analysis, automated research topic discovery with relevance scoring, and leveraging LLMs for document analysis in a low-resource languages—turning text into knowledge.
Data exploration
Data exploration projects spanned feature analysis, GIS mapping, time series patterns, and anomaly detection—turning data into context.