Building reliable intelligence for human health and digital security.
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Studying whether acoustic biomarkers remain reliable across languages, speakers, datasets, and recording conditions.
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Exploring how intrusion-detection systems can recognize previously unseen attacks without treating every unfamiliar sample as known.
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WavLM · HuBERT · Wav2Vec 2.0 · MFCC · eGeMAPS · Praat
🔬 View my complete hands-on toolbox
| Domain | Tools and technologies |
|---|---|
| Programming | Python, C, C++, Java, C#, JavaScript, MATLAB, Prolog |
| AI frameworks | PyTorch, PyTorch Lightning, TensorFlow, Keras, scikit-learn |
| Data and visualization | NumPy, Pandas, SciPy, Matplotlib, Seaborn, TensorBoard |
| Speech and audio AI | Librosa, Praat, openSMILE/eGeMAPS, MFCC, WavLM, HuBERT, Wav2Vec 2.0, Hugging Face Transformers |
| Computer vision | OpenCV |
| Network and web security | Wireshark, Nmap, Metasploit, Burp Suite, OWASP ZAP, Kali Linux |
| Android security | Frida, Objection, RMS, ADB, Genymotion, DIVA |
| Web development | HTML5, CSS3, JavaScript, React, Bootstrap, Tailwind CSS |
| Databases | MySQL, Microsoft SQL Server |
| Research environments | Google Colab, Jupyter Notebook, VS Code, Overleaf/LaTeX |
| Development workflow | Git, GitHub, GitHub Actions, Git LFS, Linux, shell scripting |
| Embedded and IoT | Arduino, ESP32, SIM800L, IoT sensors |
| Design and media | Figma, Adobe Illustrator, Photoshop, Premiere Pro |
| Academic productivity | Microsoft Word, Excel, PowerPoint |
Open the full capability map
| Layer | Working knowledge |
|---|---|
| Machine learning | PyTorch, TensorFlow, scikit-learn, XGBoost, feature engineering, evaluation |
| Scientific computing | Python, NumPy, Pandas, Matplotlib, Jupyter, Google Colab |
| Security | Network traffic analysis, web testing, mobile application testing |
| Security tools | Wireshark, Metasploit, Burp Suite, OWASP ZAP, Frida, Objection, Genymotion |
| Systems & prototyping | Git, GitHub Actions, MySQL, Arduino, ESP32 |
| Programming | Python, C, C++, JavaScript, HTML, CSS |
| Signal | Repository | Research angle |
|---|---|---|
| 🧠 | Neural Network Lab | Neural-network experimentation |
| 🔐 | Comparative Study of Hashing Algorithms | Information security |
| 🏍️ | Motorcycle Rider Monitoring System | IoT sensing and rider safety |
Discuss a research idea · Read my publications · Browse my work
CSE Lecturer at UITS · M.Sc. Information Security, IICT–BUET · M.Sc. CSE thesis, MBSTU