Fateha Hossain
Health Informatics Researcher & Software Engineer
I am a final-year Computer Science and Engineering undergraduate at Daffodil International University (Current CGPA: 3.92 / 4.00, 3× Dean's Honor List Award recipient, 75% Merit-Based Scholarship) and a Research Assistant at the Health Informatics Research Lab. My research focuses on parameter-efficient adaptation of Vision Foundation Models (VFMs) for medical diagnostics, uncertainty-aware modeling, and explainable AI. Alongside research, I engineer production web applications and backend systems at CSE-Tech across Spring Boot, Laravel, and FastAPI.
Formal Academic Education
B.Sc. in Computer Science and Engineering
Daffodil International University · Dhaka, Bangladesh
- Current CGPA: 3.92 / 4.00 (Department of Computer Science and Engineering).
- Recipient of 3× Dean's Honor List Award for sustained academic distinction.
- Recipient of 75% Merit-Based Tuition Scholarship (Waiver) across consecutive academic semesters.
- Undergraduate Thesis: Parameter-Efficient Adaptation of Vision Foundation Models for Multi-Class Dental Radiograph Diagnosis.
- Core Coursework: Machine Learning, Artificial Intelligence, Object-Oriented Programming (Java), Data Structures & Algorithms, Database Systems, Computer Networks, Operating Systems, Software Engineering.
Honors, Awards & Professional Certifications
Faculty of Science & Information Technology, DIU (Spring 2024, Fall 2024, Spring 2025)
Conferred 3 times across consecutive academic semesters in recognition of sustained academic excellence and maintaining high semester grade point averages (CGPA 3.92 / 4.00).
Daffodil International University (2022 – 2026)
Awarded 75% tuition scholarship continuously across consecutive academic semesters based on top-tier academic merit.
Coursera, Udemy & AWS (DeepLearning.AI, Stanford Online, Google & Meta)
Completed 15+ comprehensive certifications covering Machine Learning, Deep Learning Specializations, Python for Data Science, Backend API Design, Cloud Systems, and AWS infrastructure.
Research, Professional, Leadership & Teaching Roles
Research Assistant
Health Informatics Research Lab · Dhaka, Bangladesh
- •Conducting research on pediatric morphology alignment modules (PMAM) and uncertainty quantification for multi-disease diagnosis in panoramic radiography.
- •Benchmarking parameter-efficient fine-tuning (LoRA, BitFit, VPT) on Vision Foundation Models (DINOv2, BiomedCLIP, MedSAM) for dental radiographs.
- •Developing benchmarked and explainable machine learning pipelines for tri-class hematological classification.
Backend Developer Intern
CSE-Tech · Dhaka, Bangladesh
- •Designing and maintaining enterprise REST APIs with Spring Boot, Laravel, and FastAPI adhering to strict validation standards.
- •Optimizing relational database schemas in MySQL and PostgreSQL with indexed queries for low-latency operations.
- •Structuring modular backend services with automated integration testing and secure authentication.
President
DIU Girls' Computer Programming Club (GCPC) · Daffodil International University
- •Leading strategic operations across ACM, Research, and Career wings, coordinating workshops for 300+ active members.
- •Led the architecture, development, and deployment of the official GCPC institutional web platform on a university domain.
- •Mentoring junior female undergraduates in competitive programming and academic research methodology.
Student Prefect (Object-Oriented Programming in Java)
Department of CSE, Daffodil International University · Dhaka, Bangladesh
- •Conducted laboratory problem-solving sessions and code reviews in Object-Oriented Programming (OOP) and Java for 100+ undergraduate students.
- •Assisted faculty in designing programming assignments, explaining OOP design patterns, and debugging complex Java implementations.
Technical Capabilities & Skills Inventory
Research & Machine Learning
Model training, parameter-efficient fine-tuning, explainability, and clinical evaluation.
Python · PyTorch · LightGBM · SHAP · Scikit-Learn · Grad-CAM · Vision Foundation Models (VFMs) · PEFT (LoRA/BitFit)
Backend & Systems
Robust service engineering, relational databases, and enterprise APIs.
Spring Boot · FastAPI · Laravel · PostgreSQL · MySQL · Docker · Linux · REST APIs
Networking & Distributed Infrastructure
Software-defined networking, telemetry ingestion, and cluster simulation.
Mininet · OpenFlow · Ryu Controller · Network Telemetry · Distributed Systems
Frontend & Web Engineering
Interactive single-page applications, responsive design, and state management.
React · Next.js · TypeScript · JavaScript · Tailwind CSS · Zustand
Tools & DevOps
Version control, automated CI/CD, and scientific documentation.
Git · GitHub Actions · Vercel · Firebase · Postman · LaTeX