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Melanie

PhD Doctor of Philosophy

Expertise
Biophysics, bioinformatics, statistics, data science, machine learning, cellular and molecular biology, chemistry
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Project ideas

Project ideas are meant to help inspire student thinking about their own project. Students are in the driver seat of their research and are free to use any or none of the ideas shared by their mentors.

Data Science:

For this project, you will learn the foundations of statistics, data analysis, Python, and machine learning. You will learn the basic flow of a data science project and will finish by using your skills on a dataset of your choosing. You will complete a report detailing your findings. Experience in programming will be helpful.

Cell Mechanics:

For this project, you will learn about the biophysical techniques used for investigating the mechanical properties of cells, as well as some of the theoretical models used to understand them. You will write an in-depth review paper on a biophysical technique or theoretical model of your choosing. Some exposure to mathematics, physics, and cell biology will be helpful.

Protein Folding:

For this project, you will learn about the biology and physics involved in the process of protein folding. You will learn about biophysical methods for investigating protein folding and protein structure as well as computational models for modeling protein folding. You will write an in-depth review paper on a biophysical technique or theoretical model of your choosing. Some exposure to mathematics, physics, and molecular biology will be helpful.

Coding skills

Python, MATLAB, R, Unix

Reviews

"Melanie was professional and was able to help me with learning Python. She quickly clarified any doubts I had and made the experience very smooth and enjoyable."

Shubh