Education
Doctor of Philosophy, Computer Science (Aug 21 - Present)
University of Virginia, Charlottesville, VA, USA.
- Advisor: Dr. Madhav Marathe
- Specialization: Knowledge-Guided Machine Learning, Multimodal Understanding, VLMs, Remote Sensing
MS in Computer Science
University of Virginia, Charlottesville, VA, USA.
- Relevant Courses: Machine Learning (ML), ML in Image Processing, Interpretable ML, Design and Analysis of Algorithms, NLP, Mobile and Iot Security, Software Security via Program Analysis, 3D Computer Vision
B.Sc. in Computer Science and Engineering
Ahsanullah University of Science & Technology (AUST), Dhaka, Bangladesh.
- CGPA: 3.79 [out of 4.00 ]
- Thesis title: “Detecting Letters and Words from Bangladeshi SignLanguage in Real-time”
- Thesis Presentation: [Presentation]
- Supervisor: Mohammad Imrul Jubair, Assistant Professor, CSE Department.
Experience
Research Intern, USDA-NIFA/NSF AI Institute for Next Generation Food Systems (AIFS)
- Processed and prepared the geospatial remote sensing data to feed the segmentation model.
- Trained and evaluated different segmentation models for detecting various irrigation types from remote sensing data.
- Tackled heterogeneity in irrigation types within single fields, requiring advanced analysis and segmentation strategies.
- Improved model’s performance by integrating incremental patch-based training method by 20%.
Software Engineer, Enosis Solutions, Dhaka, Bangladesh
- Worked closely with teams of 6-8 on an Incident Management Tool which tracks different occurrences of an organization using C# and MVC Framework. All code was reviewed, perfected, and pushed to production.
- Designed and developed the full stack implementation of a web platform to train/test Machine Learning models.
- Collaborated effectively with members of the software development team and personnel in other departments.
Awards & Scholarship
- Dean’s List of Honor, (Bachelor of Science)
- Freedom Fighter Quota, Full Free Scholarship in Undergraduate Studies (National, 2015 - 2019)
Participations & Certificates
- 3rd Position, AgAthon - 2023.
- 11th Position, National Girls Programming Contest-2016
- 16th Position, National Girls Programming Contest-2017
- 64th Position, ACM ICPC DHAKA Regional 2017
- 99th Position, ACM ICPC DHAKA Regional 2018
- 5th Position, Intra AUST Programming Contest CONTEST-Spring 2016
- Judge at Bangladeshi National Robotics Olympiad, 2019
- Judge at Bangladeshi National Robotics Olympiad, 2020
- Certificate on Presentation at International Conference on Innovation in Engineering and Technology(ICIET - 2018)
- Certificate on Presentation at 23rd International Conference on Computer and Information Technology, Dhaka, Bangladesh (ICCIT 2020)
- Certificate on Presentation at 15th Asian Conference on Computer Vision (ACCV), 2020
- Certificate on passing Japanese NAT - N4 Test