Full-Stack Engineer with React and Node.js Expertise

Ahtesham Ibne Mostafa

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Core Competencies

Computer Science graduate from BRAC University with hands-on experience in AI/ML, deep learning, NLP, and full-stack web development. Worked on multimodal healthcare models, clinical NLP pipelines, and scalable systems using Laravel and MERN.

Research & Technical Experience

• Deep Learning and LLM-Based 30-Day Postoperative MACE Risk Prediction (ECG + EHR): DL + LLM model for 30-day postoperative risk prediction; AUROC 0.89–0.92, F1 0.78.

• EEG Signal Classification: EEG analysis using AcqKnowledge & Python pipelines; 84% accuracy.

• Clinical EHR Summarization: SpaCy + LLaMA-based pipeline achieving ROUGE-L 0.72.

• Clinical Text Classification: TF-IDF + Logistic Regression; 82% accuracy.

• Brain Tumour Segmentation (MRI): CNN-based segmentation on BRISC dataset; Dice 0.87.

• Lyrical Sentiment Analysis: Decade-wise NLP analysis; 90% accuracy. Projects

• HospitAI (Laravel, MySQL:) Hospital management system with RBAC. GitHub

• CARE4ALL MediCenter (MERN:) Healthcare platform with real-time features. GitHub

• University Management System (MERN:) Academic workflows and role-based access. GitHub

• MiniVSFS (C:) Virtual file system using custom data structures. GitHub

• 3D Survival Game (Python, PyOpenGL:) 3D game with animation and collisions. GitHub

• Car Workshop Management System (PHP, MySQL:) Vehicle service platform. GitHub Demo Education

2021 – 2025 B.Sc. in Computer Science, BRAC University CGPA: 3.04 2018 – 2020 HSC, Rajendrapur Cantonment Public School & College GPA: 5.00 2013 – 2018 SSC, Rani Bilashmoni Govt. Boys High School GPA: 5.00 Technical Skills

AI & ML Deep Learning, Signal Processing, Computer Vision, Multimodal Models, LLMs Languages Python, C, Java, JavaScript, PHP, SQL

Frameworks Laravel, MERN, React, Node.js, Express, Flask, Django, FastAPI Libraries PyTorch, TensorFlow, Scikit-learn, NumPy, Pandas, OpenCV, SpaCy Databases MySQL, PostgreSQL, MongoDB Atlas, Oracle DB Tools & OS Git, Docker, VS Code, Google Colab, Linux, Windows, macOS Leadership & Extracurriculars

• Treasurer, BRAC University Art and Photography Society (2024–2025).

• Freelance Photographer skilled in Adobe Lightroom & Premiere Pro. References

Rafsan Jany

Doctoral Researcher

Digital Health Research Division

Korea Institute of Oriental Medicine (KIOM)

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Md. Foysal Abedin

Senior Research Assistant

Laboratory of Environmental Health

International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b)

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