NUSRAT JAHAN ONIA

Proactive and results-driven Data Analyst and aspiring Data Scientist with an MSc in Data Science and Artificial Intelligence, possessing a robust skill set in Python, SQL, machine learning, and cloud platforms. Demonstrated ability to transform complex data into actionable insights, supported by entrepreneurial experience in managing a successful online clothing business that utilizes data analysis, marketing strategy, and customer insights to drive growth. Recent participation in a JPMorgan Chase Data Analytics virtual experience provided valuable exposure to financial data analysis. Committed to solving problems, enhancing processes, and delivering measurable business impact through data-driven decision-making.

• COVID-19 Fake News Detection (NLP, Multi-label Classification): Built and evaluated a multi-label text classification model to detect misinformation, achieving 92% accuracy.
• Sales Forecasting Tool (Python, Time Series): Developed forecasting models to support operational planning and performance tracking, producing forward-looking sales projections and trend insights.
• Airbnb Price Prediction (Regression): Created a regression model to estimate listing prices and identify key drivers of pricing trends across locations and property features.
• Forex Rate Prediction (Deep Learning, Time Series): Implemented deep learning models for currency forecasting, comparing time-series approaches to improve predictive performance.

• English, Fluent
• Bangla, Native
• Hindi, Conversational