Backend Engineer & AI Researcher | Machine Learning | Network Security | Computer Vision
📍 Dhaka, Bangladesh | 🎓 North South University
I'm a backend engineer with 4+ years of experience in secure API development, specializing in FastAPI and network security. I'm passionate about bridging the gap between robust backend systems and intelligent machine learning models, with a particular focus on computer vision and real-time AI applications.
Currently exploring Vision MCP (Multimodal Context Processing) to develop intelligent systems that can understand and process visual information in complex distributed networks.
- 🤖 Computer Vision – Real-time object detection, traffic sign recognition, semantic segmentation
- 🔐 Network Security – Secure API development, authentication protocols, threat detection
- 🧠 Machine Learning – Deep learning architectures, model optimization, ensemble methods
- 🌐 Distributed Systems – Federated learning, edge AI, scalable ML deployment
- 🚗 Autonomous Systems – Traffic detection, safety-critical applications
FastAPI | PostgreSQL | Python | REST APIs | Secure Development
PyTorch | TensorFlow | Scikit-learn | YOLOv11 | Computer Vision
Network Security | API Authentication | Encryption | Threat Analysis
Python (Expert) | FastAPI | OpenCV | Git/GitHub | Docker | Vite
Real-time Bangladeshi traffic sign detection using deep learning
- YOLOv11n model for autonomous driving applications
- Comparative analysis with SSD architectures
- Live demo: bd-traffic-signs
- Research website: mnxtr.github.io/website
- Technologies: Python, PyTorch, YOLOv11n, OpenCV, Gradio
Ensemble machine learning for EKG-based disease prediction
- Multi-model ensemble approach combining Random Forest, SVM, and Neural Networks
- Medical data analysis and preprocessing
- Technologies: Python, Scikit-learn, TensorFlow, Pandas
Customer Relationship Management platform for streamlined business operations
- Backend: FastAPI + PostgreSQL
- Full CRUD operations with authentication
- Designed for scalability and security
- View on GitHub
Interactive frontend for complex manufacturing DBMS
- Responsive HTML/CSS/JavaScript interface
- Database query optimization
- View on GitHub
- 🔍 Vision MCP – Advancing multimodal context processing in vision systems
- 🎯 Model Optimization – Quantization, pruning, and edge deployment
- 🌐 Federated Learning – Privacy-preserving ML across networks
- ⚡ Real-time Systems – Low-latency inference for critical applications
- 🎓 Bachelor's Degree – Computer Science & Engineering (CSE 499B Senior Design Project)
- 🏫 Institution – North South University, Dhaka, Bangladesh
- 📖 Specialization – AI/ML, Backend Development, Network Security
I'm actively seeking collaborations on:
- 🤖 AI/ML Research – Computer vision, deep learning applications
- 🔐 Security-focused Projects – Secure API design, threat detection
- 🌐 Backend Systems – FastAPI, database optimization, system design
- 📡 Distributed Systems – Edge AI, federated learning
- 💼 Email: mohammad.newaz1@northsouth.edu
- 🔗 LinkedIn: linkedin.com/in/mnxtr
- 🌐 Portfolio: mnxtr.github.io
- 💻 GitHub: github.com/mnxtr
| Resource | Link |
|---|---|
| 📋 Full Portfolio | mnxtr.github.io |
| 🔬 Traffic Signs Research | Research Website |
| 📄 Resume | View Resume |
| 📧 Contact | Get in Touch |
Building intelligent systems that matter 🚀
If you find my work interesting, feel free to ⭐ star my repositories and reach out for collaboration!