I am a recent Mathematics Ph.D. graduate of the University of Illinois Chicago with a passion for applying machine learning, data science, and topological methods to advance biomedical research. My academic journey and extracurricular training have equipped me with a strong foundation in mathematical concepts, including topological data analysis, algebraic topology, and machine learning. A variety of advanced courses in biology, chemistry, and physics have also given me a solid foundation for quantitative and interdisciplinary research in the sciences. Outside of academics, I also have a considerable amount of experience in leadership and service positions, demonstrating a passion for community engagement.I'm currently on the market for internships and entry-level positions at the intersection of data science and biomedical sciences that allow me to apply my strong quantitative skills to advance biomedical research. My unique combination of mathematical expertise, interdisciplinary experience, and leadership abilities positions me as a valuable candidate for such positions. I am eager to contribute my skills to cutting-edge research and innovation in this exciting field. Let's connect!
Midwest Bioprocessing Center
View- Website:
- mwbioprocessing.com
- Employees:
- 14
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ScientistMidwest Bioprocessing CenterChicago, Il, Us
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Bioinformatics ScientistMidwest Bioprocessing Center May 2024 - PresentChicago, Illinois, United States• Implemented deep learning for predictive and generative applications in enzyme engineering using PyTorch, TensorFlow, and Keras• Applied biophysical models to generate thermodynamically stable mutant proteins; utilized deep learning methods to predict melting temperature and free energy changes upon mutation• Utilized variational autoencoder (VAE)-based deep learning software and large language models to generate functional protein sequences with improved solubility and expression• Identified and processed large training datasets from sources including InterPro, UniProt, and Protein Data Bank including sequences and multiple-sequence alignments for families of proteins
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Data Science TraineeInternship Network In Mathematical Sciences Oct 2023 - Aug 2024Urbana, Illinois, United States• Weekend workshops on data science topics including Python, statistical methods, and machine learning, along with collaborative projects:o Implemented SIR model for spread of COVID-19 using scipyo Analyzed and visualized housing data in Urbana-Champaign metro area using pandas and seaborno Examined age-dependence of gender discrepancies for predictive models of liver disease in Indian patients using multiple logistic regression in statsmodels
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Teaching AssistantUniversity Of Illinois Chicago Aug 2017 - May 2024Chicago, Illinois, United States• Facilitated discussion sessions for undergraduate mathematics courses, managing classrooms of 20+ students• Provided feedback and graded student exams, presentations, quizzes, and participation• Assisted in educating one of the most diverse student bodies in Illinois from myriad cultural, socioeconomic, and mathematical backgrounds• Incorporated active learning techniques including group discussion, peer-led teaching, and student presentations• Utilized wide range of classroom management technology to streamline workflow for myself and my students• Provided one-one support to students in class, during weekly office hours, and via email -
Research AssistantUniversity Of Illinois Chicago May 2020 - Dec 2022Chicago, Illinois, United States• Constructed algebraic models amenable to machine computation for topology of spaces with symmetries (equivariant topology) and topological enrichment of algebraic geometry (derived algebraic geometry)• Provided feedback on pre-publication manuscripts of academic works• Mentored beginning graduate students interested in fields related to algebraic topology
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Distinguished Vail FellowBirmingham-Southern College May 2015 - Aug 2016Birmingham, Alabama, United States• Wrote and implemented code in PARI/gp to detect examples of multi-quadratic extensions of the rational numbers satisfying a generalization of Artin’s conjecture for primitive roots• Proved theoretical results concerning large classes of such extensions for which generalized conjecture satisfied• Publication: Pratt, A., M. Stadnik, and M. Wachter, Units in Quadratic and Multi-Quadratic Fields, Alabama Journal of Mathematics 41, 2017. • Presented results at a regional mathematics conference and poster at the largest national mathematics conference• Nominated by school for the Barry M. Goldwater fellowship to fund continued research -
Distinguished Vail FellowBirmingham-Southern College May 2014 - May 2015Birmingham, Alabama, United States• Wrote code to model complex social structures in population of marmots using agent-based modelling software NetLogo• Collaborated with interdisciplinary, multi-institutional team of researchers• Poster presentation: "An Agent-Based Model of Yellow-Bellied Marmots (Marmota flaviventris)," 7th International Symposium on Biomathematics and Ecology: Education and Research, Harvey Mudd College.
Adam Pratt Education Details
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Mathematics
Frequently Asked Questions about Adam Pratt
What company does Adam Pratt work for?
Adam Pratt works for Midwest Bioprocessing Center
What is Adam Pratt's role at the current company?
Adam Pratt's current role is Scientist.
What schools did Adam Pratt attend?
Adam Pratt attended University Of Illinois Chicago, Birmingham-Southern College, Birmingham-Southern College.
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Adam Pratt
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