Maryam Shahcheraghi
PhD In Computer Science | AI Researcher
Watertown,MA
Summary
Demonstrates strong analytical, communication, and teamwork skills, with proven ability to quickly adapt to new environments. Eager to contribute to team success and further develop professional skills. Brings positive attitude and commitment to continuous learning and growth.
Overview
5
5
years of professional experience
12
12
years of post-secondary education
4
4
Certifications
Work History
AI Researcher
University of California Riverside
12.2020 - 09.2024
- Conducting research in the area of time series analysis and pattern recognition.
- Proposing two novel tools for data analysis, Mplots and MOMP.
- Completed reviews of codes, requirements, and project plans.
- Conducted research to uncover meaningful patterns in large-scale time series data efficiently.
- Mplots is a generic tool that can be used by people in diverse domains to study their time series data visually.
- MOMP performs motif discovery in large-scale time series data, orders of magnitude faster.
AI Researcher
University of California Riverside
10.2021 - 06.2022
- Conducting research to detect major geological changes over time, using satellite image time series data.
- Collaborated with Accenture Corporation.
- Consulted with users, vendors, and technicians to determine computing needs and system requirements.
- Self-motivated, with a strong sense of personal responsibility.
- Excellent communication skills, both verbal and written.
- Proven ability to learn quickly and adapt to new situations.
- Worked effectively in fast-paced environments.
- Adaptable and proficient in learning new concepts quickly and efficiently.
Teaching Assistant
University of California, Riverside
9 2021 - 12.2021
- Assisted in teaching Data Analysis Methods.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Supported classroom activities, tutoring, and reviewing work.
- Completed daily reports on attendance and disciplinary performance.
- Provided one-on-one tutoring sessions for struggling students, leading to increased understanding and improved grades.
Teaching Assistant
University of California, Riverside
06.2021 - 09.2021
- Assisted in teaching Project in Computer Science.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Supported classroom activities, tutoring, and reviewing work.
- Completed daily reports on attendance and disciplinary performance.
- Provided one-on-one tutoring sessions for struggling students, leading to increased understanding and improved grades.
Associate Instructor
University of California, Riverside
09.2020 - 12.2020
- Instructed Introduction to Python Programming and Applications.
- Implemented data-driven instruction techniques, resulting in targeted teaching strategies that addressed individual student needs.
- Utilized differentiated instruction methods to ensure each student''s unique learning needs were met effectively.
- Established a positive classroom environment, promoting respect and open communication among all participants.
ML/AI Researcher
University of California Riverside
07.2019 - 09.2020
- Participated in a deep learning project for identifying similarities in large-scale time series data.
- Learning and leveraging GPU-optimized codes.
- Completed reviews of codes, requirements, and project plans.
- Worked well in a team setting, providing support and guidance.
- Passionate about learning and committed to continual improvement.
- Managed time efficiently in order to complete all tasks within deadlines.
- Collaborated with interdisciplinary teams to conduct comprehensive studies and generate valuable insights.
Teaching Assistant
University of California, Riverside
03.2020 - 06.2020
- Assisted in teaching Introduction to Data Structures and Algorithms.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Supported lab activities, tutoring, and reviewing work.
- Completed daily reports on attendance and disciplinary performance.
- Provided one-on-one tutoring sessions for struggling students, leading to increased understanding and improved grades.
- Tutored struggling students individually and in small groups to reinforce learning concepts.
Teaching Assistant
University of California, Riverside
01.2020 - 03.2020
- Assisted in teaching Introduction to Python Programming with Applications.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Lead lab activities, tutoring, and reviewing work.
- Provided one-on-one tutoring sessions for struggling students, leading to increased understanding and improved grades.
- Tutored struggling students individually and in small groups to reinforce learning concepts.
Teaching Assistant
University of California, Riverside
09.2019 - 12.2019
- Assisted in teaching Intermediate Embedded and Real-Time Systems.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
- Supported classroom activities, tutoring, and reviewing work.
- Tutored struggling students individually and in small groups to reinforce learning concepts.
- Offered constructive feedback on student assignments, helping them refine their writing skills and comprehension.
Education
Doctor of Philosophy - Computer Science
University of California, Riverside
Riverside, CA 09.2018 - 12.2024
Master of Science - Electrical Engineering
Ferdowsi University of Mashhad
09.2016 - 09.2018
Bachelor of Science - Electrical Engineering
Ferdowsi University of Mashhad
09.2011 - 09.2015
Skills
Python
MATLAB
C
TensorFlow
Keras
Scikit-Learn
Pandas
Numpy
MatplotLib
Github
GitLab
Jupyter Notebooks
Teamwork and Collaboration
Excellent Communication
Data Visualization
Data Analysis
Certification
Foundations of Data Science, Coursera, Google
Publications
- Matrix Profile XXXI: Motif-Only Matrix Profile: Orders of Magnitude Faster, IEEE ICKG, 2024
- Introducing Mplots: Scaling Time Series Recurrence Plots to Massive Datasets, Journal of Big Data, 2024
- Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data, IEEE ICDM, 2022
- Matrix Profile Index Approximation for Streaming Time Series, IEEE BigData 2021 - Workshop on Real-time Stream Analytics in Big Data, 2021
- Matrix Profile Index Prediction for Streaming Time Series, NeurIPS 2020 - ML for Systems, 2020
Research Interests
- Data Science and Analysis
- Machine Learning
- Deep Learning
Timeline
Foundations of Data Science, Coursera, Google
08-2024
Migrating to the AWS Cloud, Coursera, AWS
08-2024
Architecting Solutions on AWS, Coursera, AWS
08-2024
AWS Cloud Technical Essentials, Coursera, AWS
07-2024
AI Researcher
University of California Riverside
10.2021 - 06.2022
Teaching Assistant
University of California, Riverside
06.2021 - 09.2021
AI Researcher
University of California Riverside
12.2020 - 09.2024
Associate Instructor
University of California, Riverside
09.2020 - 12.2020
Teaching Assistant
University of California, Riverside
03.2020 - 06.2020
Teaching Assistant
University of California, Riverside
01.2020 - 03.2020
Teaching Assistant
University of California, Riverside
09.2019 - 12.2019
ML/AI Researcher
University of California Riverside
07.2019 - 09.2020
Doctor of Philosophy - Computer Science
University of California, Riverside
09.2018 - 12.2024
Master of Science - Electrical Engineering
Ferdowsi University of Mashhad
09.2016 - 09.2018
Bachelor of Science - Electrical Engineering
Ferdowsi University of Mashhad
09.2011 - 09.2015
Teaching Assistant
University of California, Riverside
9 2021 - 12.2021
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