CV
General Information
Full Name | M Sakib Osman Eshan |
eshan.bd@outlook.com | |
Phone | 8801832497111 |
Location | Dhaka, Bangladesh |
Languages | English, Bangla |
Education
-
2019-2023 Bachelor of Science in Computer Science and Engineering
BRAC University, Dhaka, Bangladesh - CGPA 3.52
- Courses
- Linear Algebra
- Calculus
- Probability and Statistics
- Numerical Methods
- Data Structures and Algorithms
- Artificial Intelligence
- Neural Networks
Standardized Tests
GRE | 322 |
IELTS | 7 |
Publication
Byzantine-Resilient Federated Learning Leveraging Confidence Score to Identify Retinal Disease. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 81–88. https://doi.org/10.1109/DICTA60407.2023.00020
Experience
-
2023 - Present Associate Software Engineer
Brain Station 23 - Developed and maintained Internet Banking and Digital Wallet applications using Java, RDBMS, REST API, and event-driven architecture.
- Collaborated with cross-functional teams.
- Resolved production issues.
- Mentored team members.
- Optimized production environments on Linux servers.
- Implemented high-performance caching solutions using Redis.
-
2022 - 2023 Undergraduate Researcher
Department of Computer Science and Engineering, BRAC University - Conducted research on federated learning with adversarial robustness and medical image analysis.
- Designed and implemented medical image classifiers.
- Experimented with adversarial attacks and aggregation methods.
- Developed a Vision Transformer-based disease detection model.
- Applied Paillier homomorphic encryption in federated learning.
Projects
-
2023 Encrypted Federated Learning for Detecting Skin Lesions
- Explored image augmentation methods like SMOTE to handle class imbalance and applied a BFV-based homomorphic system in federated learning.
-
2023 Malaria-Infected Cell Classifier using Vision Transformer
- Developed a Vision Transformer model achieving 95.48% accuracy for malaria-infected cell classification.
-
2022 Explainable Neural Network for Alzheimer’s Disease Analysis
- Trained a classifier using InceptionV3 and VGG19 and incorporated regional explanations using LIME.
-
2024 Internet Banking Solution
- Developed scalable microservices-based Internet banking solutions for AB Bank, Modhumoti Bank, and NCC Bank.
-
2024 Digital Wallet
- Designed and maintained a digital wallet for ABG Pocket, enhancing system performance and user experience.
Volunteer Experience
-
2019-2021 Executive, Robotics Club of BRAC University
- Organized events
- Mentored new members
- Participated in Soccer Bot Competition, MindSparks 20
Honors and Awards
-
2023 - Academic Distinction Award
-
2023 - VC’s List
Academic Interests
-
Machine Learning
- Federated learning
- Security
- Privacy
- Explainability
-
Medical Image Analysis
- Disease detection
- Image classification
Skills
-
Programming Languages
- Python
- Java
- SQL
- JavaScript
-
Libraries and Frameworks
- TensorFlow
- Keras
- PyTorch
- OpenCV
- Pandas
- Scikit-Learn
- Spring
- Hibernate
- Vue
-
Tools
- Git
- Linux (RHEL)
- Docker
- Kubernetes
- Jenkins
- PyCharm
- IntelliJ
- Latex