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1. NLP_Detecting_Sarcasm NLP_Detecting_Sarcasm Public

   Developed advanced NLP models using BERT and concatenated Word2Vec embeddings to detect sarcasm in social media posts, optimizing with Optuna for enhanced performance. Demonstrated proficiency in c…

   Jupyter Notebook

2. ML_Stroke_Prediction ML_Stroke_Prediction Public

   Predicted stroke risk with 92% accuracy by applying logistic regression, random forests, and deep learning on health data. Leveraged skills in data preprocessing, balancing with SMOTE, and hyperpar…

   Jupyter Notebook

3. Python_Extereme_weather_Analysis Python_Extereme_weather_Analysis Public

   Using Python to analyze 1.26 million records of NOAA data on U.S. extreme weather events since 2000, focusing on trends, property damage, and fatalities. Utilized advanced data cleaning, geospatial…

   Jupyter Notebook 1

4. Experiment_Design_LinkedIn-A-B-Testing- Experiment_Design_LinkedIn-A-B-Testing- Public

   Experimental study explores how visual elements, specifically profile pictures, influence the acceptance rate of connection requests. Through real life experiment and power analysis in R programmin…

5. Research_Design Research_Design Public

   Research design developed for the project "BEWELL: Can AI and self-tracking improve your health and lifestyle?" outlines methods, and techniques used to create a robust research design that answers…

6. NoSQL_Project NoSQL_Project Public

   Analyzing graphs using network analysis algorithms in Python and integrating Neo4j, MongoDB, and Redis into company's infrastructure to optimize delivery operations and expand pick-up locations. De…

   Jupyter Notebook