BrainT_XAI_RAG
↗Explainable Vision AI pipeline for brain tumor detection using EfficientNetB3, Grad-CAM and a Visual RAG layer. Achieved ~91.5% accuracy.
Tabassum Islam Mim
Computer Science and Engineering graduate specializing in Computer Vision, Artificial Intelligence, Machine Learning, and Deep Learning. Former paid Intern at the ICT Cell, Bridges Division, Government of the People’s Republic of Bangladesh. Erasmus+ scholar at Istanbul Kültür University. Strong background in AI-driven application development and secure system design.
“You got two legs and a heart beat. What's stopping you? - Inuyasha”
Skills / Tools
- Python
- Java
- C / C++
- JavaScript
- Computer Vision
- Machine Learning / Deep Learning
- TensorFlow
- PyTorch
- Scikit-learn
- NumPy
- Pandas
- Matplotlib / Seaborn
- Explainable AI (Grad-CAM, SHAP, LIME)
- Retrieval-Augmented Generation (RAG)
- Jupyter / Notebooks
- Git
- VS Code
- GitHub
Projects
Dental Segmentation (FastViT)
↗Semantic segmentation for dental caries using FastViT; 92.5% pixel accuracy and 79.25% mIoU.
Explaining Breast Cancer Predictions (SHAP)
↗Interpreted a breast cancer classification model using SHAP and produced feature-importance visualizations.
Similarity Search App (RAG)
↗Streamlit + ChromaDB RAG app for citation-aware QA and similarity search over documents.
more at GITHUB
Education
BSc in Computer Science & Engineering
Daffodil International University (June 2020 – Sept 2024). Final grade: 3.53 / 4.00.
Thesis & Research
LRMC-DeepLabV3+: Multiclass Leaf Disease Semantic Segmentation — proposed an improved DeepLabV3+ model evaluated on six plant leaf classes; reported 97.34% accuracy and 93.47% mIoU. Roles: methodology, coding, dataset curation, and first authorship.
Experience
Paid Intern (ICT) — Government Bridges Division (31 Mar 2025 – 30 Jun 2025). Supported ICT operations and digital infrastructure at the Bridges Division.
Certifications
- Creating AI Applications using RAG — Codecademy
- Learn Explainable AI — Codecademy
- Generative AI on AWS — Codecademy
- Advanced Algorithms & Data Structures with Python — Codecademy
Extracurriculars & Awards
- Erasmus+ KA107 Scholar (2022) — Istanbul Kültür University (34 ECTS)
- Member — Computer & Programming Club (CPC), Daffodil International University
- Presenter — IEEE CS BDC Summer Symposium (2023)
- Second Runner Up — Cyber Security Awareness Project (2023)
Languages
- Bangla (Native)
- English (IELTS 7.5 | CEFR C1)
Hobbies
- Gaming
- Music
- Anime
- Cooking