About

Projects Experience

• Epileptic Drug Outcome Prediction

  Jan, 2023 - Sep, 20238 months

  Conducted predictive modeling for anti-epileptic drug outcomes using patient data. Achieved over 70% accuracy in predicting responses, epilepsy types, and seizure characteristics. Utilized Python, scikit-learn, LSTM, Pandas, NumPy, Keras, and applied multiple statistical tests.

  • Research project under review for publication as a paper

• MADRS Score Prediction Using Multimodal Data

  Jan, 2023 - Dec, 202311 months

  Collaborated on a multidisciplinary research project to predict MADRS scores in Major Depressive Disorder (MDD) patients. Integrated demographic, clinical, biochemical, and genetic data for analysis. Employed Python, scikit-learn, data analysis, and machine learning techniques.

  • Advanced data analysis and predictive modeling

• YouTube Video Categorization

  Jan, 2019 - Jan, 20212 years

  Created a machine learning model to classify YouTube videos into categories using ML.NET. Hosted the classifier on a website, showcasing my development and deployment skills.

  • Machine learning and web development

• Web Scraper for Documentaries

  Jan, 2023 - May, 20234 months

  Developed a web scraper for extracting data and implemented semantic search in Pinecone. This project aimed to enhance information retrieval and analysis of documentary content.

  • Web scraping and information retrieval

• Data Analyzer with AI

  Jan, 2022 - Dec, 202211 months

  Designed a data analyzer that uses AI to determine which graphs to generate and displays them. This tool assists in simplifying complex data analysis processes and visualizing the results.

  • Data analysis and visualization

Skills

Education