Experiences
Researcher (Internship), Frontier Development Lab (FDL) by NASA and the SETI Institute
June 2022 - August 2022
Responsibilities:
- Collaborated with a cross-disciplinary team on the NASA challenge: Seismic Insight from Geomagnetic and Ionospheric Data.
- Carried out a statistical analysis which shows promising links between major earthquakes and ionospheric perturbations.
- Created the first machine learning-ready dataset and statistical tool comprising spatiotemporally varying precursory data sources for studying pre-seismic and post-seismic disturbances.
- Built machine learning models for forecasting and detecting earthquakes from heterogeneous multivariate time series data.
- Designed a probabilistic model to learn the spatial variability of ionospheric observations around seismic locations.
- Research outcomes: 3 AGU abstracts, 1 paper in NeurIPS 2022 workshop - ICBINB, 1 technical memo, and 1 NASA NTR.
Graduate Research Assistant, Michigan State University (CSE)
January 2022 - Present
Responsibilities:
- Working at DMiner Lab @ MSU under the supervision of Dr. Pang-Ning Tan.
- Collaborating in the NSF supported project - Prediction and Characterization of Extreme Events in Spatio-Temporal Data.
- Developing novel deep learning algorithms addressing extreme events within spatio-temporal and time series data.
Graduate Teaching Assistant, Michigan State University (CSE)
August 2020 - December 2021
Responsibilities:
- Course: CSE 102: Algorithmic Thinking and Programming (Python), Fall 2020, Spring 2021, and Fall 2021
- Role: Coordinator (Section 1 in Fall 2020: 89 students, Section 36 in Spring 2021: 150 students), Class Lead (Section 10 in Fall 2021: 30 students) and help room teaching assistant
- Responsibilities: Taking two 2-hours class sessions a week, managing cohorts, proctoring exams, grading assignments, and serving help room sessions.
- Supervisor: Dr. Yolanda Anderson, Dr. Marilyn Wulfekuhler, and Dr. Kevin Ohl
- Note: This course follows the flipped classroom approach
Software Developer & Executive Assistant of the CEO (Internship), Brain Station 23
January 2018 - June 2018
Responsibilities:
- Developed and maintained web application and mobile application, using Laravel Framework, PHP, MySQL, React-Native, Redux-Saga, Android Studio, Postman and proper version-controlling (Git, SourceTree).
- Carried out comparative analysis (performance, ease of development, feature analysis) of two e-commerce frameworks: nopCommerce and Magento.
- Analyzed requirement specification and design of an existing system for re-engineering.
- Supervisor: Raisul Kabir, CEO (Brain Station 23)
Short-course Instructor, Institute of Information Technology, University of Dhaka
August 2019 - March 2020
Responsibilities: -Teaching smart office programs, designing exam questions, assessing oral presentations.