🎓 Third-Year Data Science & Behavioral Neuroscience Student in the Honors Program at Northeastern University.
🌱 Passionate about exploring the intersection of data science and life sciences.
🔬 Focused on machine learning, and natural language processing.
- 🧠 Recently completed a computational biology co op at Precede Biosciences.
- ⚙️ Interested in designing end-to-end data systems that turn messy, real-world data into usable tools
- 🔬 Experienced in using python for data analysis in many contexts, especilly with scientific data.
✈️ Studied abroad in Belgium, developing a global perspective on government and politics while building data-driven ML applications.- 🏃 Fostering community through the Alpha Phi Omega service fraternity, Northeastern's Presidential Ambassador Program, The National Marrow Donor Program, and NU Club Running.
- Programming: Python, R, SQL, MATLAB, C++
- Python libraries: Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, Flask, BeautifulSoup
- Developer tools: Git, Streamlit, Docker, Visual Studio Code, Jupyter Notebook, PyCharm, Data Grip, RStudio, CLI
- Specializations: Biostatistics, NLP, Data Visualization
- Built an NLP-based system to map messy clinical trial spreadsheets to a standardized schema
- Trained and evaluated models using TF-IDF and contextual embeddings to handle ambiguous column names
- Designed a flexible pipeline to process inconsistent formats, missing values, and noisy real-world data
- Developed a streamlit based UI to review and correct model predictions
- Contributed to an open-source database by reviewing publications and curating ontologies.
- Improved database accessibility by aligning Bioregistry records with external databases.
- Developed scalable workflows for data integration, enhancing collaboration in scientific research.
- See lab website here
- Built a Flask-based API with a regression-based ML model for personalized travel recommendations.
- Collaborated with a multidisciplinary team during Belgium study abroad.
- Gain co-op experience in data science.
- Interested in roles where I can build and deploy data-driven systems, work with real-world data, and collaborate across technical and non-technical teams.
- Collaborate on open-source projects and contribute to the developer community.