class SammamMahdi:
def __init__(self):
self.username = "SammamMahdi"
self.location = "Dhaka, Bangladesh 🇧🇩"
self.education = {
"university": "BRAC University",
"major": "Computer Science",
"status": "Undergraduate"
}
self.role = "AI Researcher & Full Stack Developer"
self.passions = [
"Machine Learning 🤖",
"Computer Vision 👁️",
"Explainable AI 🔍",
"Healthcare AI 🏥"
]
def current_work(self):
return {
"research": "Healthcare AI & XAI",
"teaching": "TA @ BRAC University CSE",
"building": "AI-powered Solutions",
"publishing": "IEEE Conferences & Journals"
}
def say_hi(self):
print("Thanks for dropping by! Let's build something amazing together!")
me = SammamMahdi()
me.say_hi()- 🔭 Currently working on Computer Vision Projects
- 🌱 Learning Advanced LLMs, VLMs & Multi-modal AI
- 👯 Looking to collaborate on AI Research & Open Source Projects
- 💬 Ask me about ML, AI, Computer Vision, Web Development
- 📫 Reach me at sammam.mahdi@g.bracu.ac.bd
- ⚡ Fun fact: Speed Cuber 🎲
| Language | Proficiency | Level |
|---|---|---|
| Python |
Expert | |
| Java |
Advanced | |
| JavaScript |
Advanced | |
| C++ |
Advanced |
| Technology | Proficiency |
|---|---|
 MERN Stack |
|
| Vite |
|
| TypeScript |
|
| PHP |
|
 MySQL |
🎯 Core Expertise
Machine Learning |
Computer Vision |
Explainable AI |
LLM & VLM |
Healthcare AI |
| Specialization | Proficiency |
|---|---|
| 🏥 Applied AI in Healthcare | |
| 🔍 Early Detection Systems | |
| 🧠 Stroke Diagnosis | |
| 📝 Paper Writing (LaTeX) |
📚 Journal Article (2025)
"Optimizing Stroke Recognition With MediaPipe and Machine Learning: An Explainable AI Approach for Facial Landmark Analysis"
🔗 DOI: 10.1109/ACCESS.2025.3550577
Key Focus Areas:
- ✅ Explainable AI (XAI)
- ✅ MediaPipe Integration
- ✅ Stroke Detection & Recognition
- ✅ Facial Landmark Analysis
- ✅ Machine Learning Classification
📄 Conference Papers (2024)
"Improved Photoplethysmography-Based Four-Stage Sleep Classification with Explainable AI-Driven Machine Learning"
🔗 DOI: 10.1109/ICEACE63551.2024.10898853
Research Highlights:
- 🌙 Four-Stage Sleep Classification
- 📊 Photoplethysmography (PPG) Analysis
- 🔍 Explainable AI Methods
- 🤖 Advanced ML Algorithms
"Machine Learning Approaches in Photoplethysmography-Based Sleep Stage Classification"
🔗 DOI: 10.1109/ICEACE63551.2024.10898858
Research Contributions:
- 💤 Sleep Stage Detection
- 📈 PPG Signal Processing
- 🎯 ML Classification Models
- 📊 Comparative Analysis
IEEE Author 3 Publications |
BRAC University CS Undergraduate |
HULT Prize Semi-Finalist |
Daily Star Awards Winner |
| 🏅 Award | 🎯 Description |
|---|---|
| 🌟 IEEE Published Author | 3 Publications in prestigious conferences & journals |
| 🎓 Academic Excellence | Computer Science, BRAC University |
| 🏆 HULT Prize Semi-Finalist | BRAC University |
| ⭐ Daily Star Awards | Recognition for Excellence |
| 👑 Duke of Edinburgh Award | Bronze Medal |
| 📚 EDEXCEL High Achievers | Multiple Years |
| 🎖️ Academia High Achievers | Outstanding Performance |
| 🧮 Math Olympiad | National Participant |
|
|
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mindmap
root((Sammam<br/>Mahdi))
AI Research
Explainable AI
XAI Methods
Model Interpretability
Healthcare AI
Stroke Detection
Sleep Classification
Computer Vision
Object Detection
Facial Analysis
VSLAM
Development
Full Stack
MERN Stack
Modern Frameworks
AI Integration
LLMs
VLMs
Multi-modal AI
Real-time Systems
Computer Vision Apps
Live Processing
Academia
Teaching
Course Assistance
Student Mentoring
Research
IEEE Publications
Paper Writing
Knowledge Sharing
Tech Talks
Workshops
Speed Cubing Puzzle Solving |
Mathematics Olympiad Participant |
Competitive Coding Problem Solving |
Research Academic Papers |
