Alia A.
Machine Learning Junior Engineer at Federal Home Loan Bank of Chicago- Claim this Profile
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English Native or bilingual proficiency
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Arabic Limited working proficiency
Topline Score
Bio
Experience
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Federal Home Loan Bank of Chicago
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United States
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Banking
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400 - 500 Employee
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Machine Learning Junior Engineer
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May 2023 - Present
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Machine Learning Intern
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Oct 2022 - May 2023
· Analyzed and tuned machine learning models that were used to forecast financial data. · Developed and optimized code for data aggregation in Python and SQL to feed into machine learning algorithms.· Conducted workshops with team members to educate Bank employees about AWS tools and machine learning techniques.
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Benedictine University
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United States
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Higher Education
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400 - 500 Employee
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Peer Mentor
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Aug 2022 - Dec 2022
· Fielded questions from over 30 freshmen on adjusting to college life as part of Freshman Experience class for incoming College of Science and Health Majors (NTCS 1101). · Led class discussions and panel sessions regarding productive study habits, career goals, and professional development. · Fielded questions from over 30 freshmen on adjusting to college life as part of Freshman Experience class for incoming College of Science and Health Majors (NTCS 1101). · Led class discussions and panel sessions regarding productive study habits, career goals, and professional development.
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Federal Home Loan Bank of Chicago
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United States
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Banking
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400 - 500 Employee
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IT Application Development Intern
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May 2022 - Aug 2022
· Developed and tested C#/.NET Core applications used by bank members and employees. · Active participant in all Agile Scrum ceremonies and Continuous Integration/Continuous Design pipeline. · Developed and tested C#/.NET Core applications used by bank members and employees. · Active participant in all Agile Scrum ceremonies and Continuous Integration/Continuous Design pipeline.
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Occidental College
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United States
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Higher Education
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700 & Above Employee
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Undergraduate Researcher
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Sep 2021 - May 2022
· Published work on a predictive hockey analytics research project as part of Center for Undergraduate Research in Mathematics (CURM) which is funded by the National Science Foundation (NSF) and overseen by Occidental College. · Used Python libraries (numpy, pandas, matplotlib, etc.) to apply mathematical concepts for predictive hockey analytics and perform data mining. · Automated single variable hypothesis testing and built a web scraper to collect data regarding hockey statistics. · Explored complex predictive models by utilizing statistics, differential equations, and linear algebra. Show less
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Benedictine University
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United States
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Higher Education
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400 - 500 Employee
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Calculus I Learning Assistant
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Sep 2021 - Dec 2021
· Assisted 40+ students in understanding complex calculus topics such as limits and integrals.· Communicated with students in class to help them prepare for exams and quizzes.
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Undergraduate Researcher
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Jun 2021 - Aug 2021
· Student Research Competition winner at 2022 ACM SIGCSE Technical Symposium and selected for publication in ACM Digital Library.· Designed LSTM model using MATLAB to reconstruct physiological signals in real time.· Analyzed performance of neural networks and adaptive/Kalman filtering methods.
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Computer Programming (Java) Learning Assistant
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Jan 2021 - May 2021
· Supported 20+ students by guiding them through Java programming exercises.· Prepared programming exercises and conducted weekly help sessions.· Provided individualized feedback on labs and homework assignments.
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Education
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Benedictine University
Bachelor of Science - BS, Computer Science Major and Math Minor