1. Gender Disparities in Labor Force Analysis (2024)
Website Research Paper PPT
- Labor Market Analytics Research Project | Sep 2025 – Dec 2025
- Analyzed Lightcast and FRED data in Python, applying regression and ML models to forecast 2024 labor-market trends
- Built visualizations to assess skill demand, salary patterns, geographic variation, and gender-based differences across U.S. markets
- Synthesized model results with academic research to deliver actionable insights on hiring behavior and gender disparities
2. Factors That Influence Airbnb Prices in Geneva
Research Paper PPT
- Applied Machine Learning for Airbnb Pricing in Geneva | Sep 2025 – Dec 2025
- Applied Python for data visualization, regression, k-NN, classification trees, NLP transformers, and clustering to analyze Airbnb pricing in Geneva
- Engineered features from structured and unstructured listing data to build predictive and market segmentation models
- Generated actionable insights to inform Airbnb hosts’ pricing decisions and listing strategies, and to support platform-level market segmentation in the Geneva market
3. Bangladesh Garment Industry: Health and Environmental Impacts
Research Paper
- Economics Seminar Research Paper | Jan 2021 – Mar 2021
- Conducted a literature review on short- and long-term effects of Bangladesh’s garment industry on health and environment
- Examined workers’ health, safety evaluations, and child labor issues using historical data
- Proposed strategies to mitigate risks while supporting sustainable industry growth