Afia Farjana
Vermillion,South Dakota
Summary
Focused Research Assistant currently pursuing degree in Computer Science to advance research into predictive analysis with machine learning model. Self-motivated professional with excellent communication, planning and problem solving abilities.Skilled in creating efficient systems to organize and manage experimental data.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
Work History
Graduate Research Assistant
University Of South Dakota
Vermillion, United States
08.2021 - 01.2022
- Researched information regarding Predictive analytics with machine learning algorithm to assist professors with academic pursuits.
- Completed administrative and research duties per professor request.
- Maintained laboratory operations, updating and revising standardized operating procedures and reordering raw materials and supplies to sustain experiments and workflow.
- Oversaw groups of over 5 students and assisted with academic projects.
- Coordinated materials for [Project].
- Maintained and calibrated equipment for precision and accuracy.
- Planned, modified and executed research techniques, procedures and tests.
- Prepared literature for reports, presentations or submission to peer-review journals.
- Analyzed acquired information and presented to professors.
Quality Assurance Technician
DataBiz Software Limited
Dhaka, Bangladesh
01.2018 - 03.2020
- Analyzed test data to determine performance and reliability of materials
- Achieved quality assurance operational objectives by preparing and implementing production, productivity and customer-service standards.
- Provided regular updates to team leadership on quality metrics by communicating consistency problems or production deficiencies.
- Recorded findings of inspection process, collaborating with quality team to implement corrective actions.
- Developed quality assurance plans by conducting hazard analyses, identifying critical control points and establishing critical limits.
Education
Master of Science - Computer Science
University of South Dakota
Vermillion, SD 08.2021 - 12.2022
Bachelor of Science - Computer Science And Engineering
American International University of Bangladesh
Dhaka,Bangladesh 05.2014 - 12.2017
Skills
Research design
Accomplishments
- Wrote 4 conference paper published in IEEE Xplore and IOEM.
- Presented research on Predicting Bank Loan Eligibility Using Machine Learning Models and Comparison Analysis at 7th North American International Conference on Industrial Engineering and Operations Management, Orlando, Florida, USA June 12-14, 2022
- Delivered poster presentation on Federated Learning for Lung Sound Analysis at University of South Dakota in 2022.
- Improved research experiment efficiency 88% by introducing Federated learning Framework protocols and procedures.
Timeline
Graduate Research Assistant
University Of South Dakota
08.2021 - 01.2022
Master of Science - Computer Science
University of South Dakota
08.2021 - 12.2022
Quality Assurance Technician
DataBiz Software Limited
01.2018 - 03.2020
Bachelor of Science - Computer Science And Engineering
American International University of Bangladesh
05.2014 - 12.2017
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