🚀 Blending innovation with theory — here’s where my mind lives:
- 🧠 Federated & Privacy-Preserving AI
- 🌐 Edge AI in Healthcare & IoT Systems
- 🔐 Cybersecurity in Smart Environments
- 🧾 Database Systems (DBMS) & Query Optimization
- 🧮 Theoretical CS (Automata, Algorithms & Complexity)
- ⚙️ Operating Systems & Distributed Computing
"Research isn't just work — it's a mission to build what's next."
"Innovate for the future, research for a better tomorrow." 🚀
| 🎯 Early Diabetes Detection | 📚 IoT Virtual Classroom | 🔒 Federated Learning Framework |
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| AUC: 0.89 PyTorch, SHAP, AWS |
Real-time Monitoring Raspberry Pi, MQTT |
Differential Privacy TensorFlow, DP |
📖 Click to View Publications
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Jakhar, N., & Singh, S. (2024).
Federated Learning: A Potentially Effective Method for Improving the Efficiency and Privacy of Machine Learning.
International Journal of Convergent Research (IJCR), 50–56.
ISSN: 3049-3064 -
Rohit, & Singh, S. (2024).
Improve Student Control in Virtual Classrooms using Wireless Net and IoT.
NCFCTSD-24, 577–584.
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| 🌍 Region | 🧠 Topic | 📘 Paper Title | |
|---|---|---|---|
| 🇺🇸 USA | 🔐 AI Safety & Alignment | Safe AI: A Survey of Alignment Strategies in Large Language Models (Stanford AI Lab) | 🔗 View PDF |
| 🇺🇸 USA | 🤖 LLMs & Reasoning | Toolformer: Language Models Can Teach Themselves to Use Tools (Meta AI, FAIR) | 🔗 View PDF |
| 🇨🇳 China | 🧬 Multimodal AI | InternVL: Scaling Up Vision-Language Understanding with Multimodal Pretraining (Tsinghua Univ.) | 🔗 View PDF |
| 🇨🇳 China | 🛰️ AI + Remote Sensing | Remote Sensing Scene Classification via Vision Transformers (Chinese Academy of Sciences) | 🔗 View PDF |
“Charting tomorrow’s breakthroughs in AI‑powered healthcare.”
| 🌐 Topic | 🧾 Research Paper | |
|---|---|---|
| 🔐 Federated Learning Healthcare | A Survey on Federated Learning for Healthcare: Taxonomy and Applications | 🔗 View PDF |
| 🧠 Explainable AI Healthcare | Explainable Deep Learning Models in Medical Diagnosis: A Survey | 🔗 View PDF |
| ⚙️ Edge Computing AI | Edge AI: On-Demand Accelerated Deep Learning Inference via Edge Computing | 🔗 View PDF |
| 🩺 IoT Health Monitoring | IoT in Healthcare: Architecture, Applications, and Security Issues | 🔗 View PDF |
Let's make something amazing. Let's innovate. Together, we can create the future! 💡💻🌐
Let's collaborate on amazing projects, solve complex problems, and create next-gen innovations.
