Artificial Intelligence & Machine Learning
Deep learning, generative AI, LLMs, RAG, computer vision
DR. DILIP KUMAR · NIT JAMSHEDPUR
Ideas into
intelligent
systems.
Exploring the intersection of artificial intelligence, optimization, and real-world challenges — with my students and collaborators.
Computer Science & EngineeringNational Institute of Technology Jamshedpur
OPTIMIZATIONMACHINE LEARNINGGENERATIVE AIINTELLIGENT SYSTEMS
RESEARCH INTERESTS
What I Work On
Optimization & Intelligent Computing
Metaheuristics, multi-objective optimization, feature selection, cloud resource provisioning
Intelligent IoT Systems
Edge intelligence, smart systems, healthcare IoT
AI for Agriculture
Precision farming, crop monitoring, pest detection, drone systems
Security & Privacy
Lightweight authentication, cloud-IoT security, privacy-preserving systems
Data & Intelligent Applications
Time-series analysis, data mining, predictive analytics
FEATURED PROJECTS
Selected Work
AI for Agriculture
KrishiDrishti
AI-powered drone surveillance system for crop health monitoring and pest detection.
- Python
- Drone
- Computer Vision
Security
Lightweight Security in IoT
Efficient authentication and privacy-preserving mechanisms for resource-constrained IoT devices.
- Python
- IoT
- Cryptography
Generative AI · Student Development
Intelligent Research Assistant
RAG-based research assistant built through the 2026 summer internship — document extraction, chunking, embeddings, retrieval and cited generation in a full-stack workspace.
- FastAPI
- React
- LLM
- RAG
Industry · Tata Steel
Automated Coal Petrography
Unsupervised DBSCAN clustering for phase segmentation and coal rank determination, in collaboration with Tata Steel. Patent work in progress.
- Clustering
- Image Analysis
- Industry–Academia
Optimization
Energy-Efficient Resource Allocation
Multi-objective VM placement in cloud data centres using improved TLBO and hybrid GA–PSO metaheuristics.
- Python
- VM Placement
- Metaheuristics
Open to Collaborate
Collaborate with Me
Researchers, industry partners and students interested in projects, internships or Ph.D. work in AI, optimization or intelligent systems are welcome to reach out.
Start a conversationLATEST NEWS
What's New
SELECTED PUBLICATIONS
Recent Work
-
2026
Predictive workload forecasting models for energy-efficient resource provisioning in cloud data centresNext research.
-
2026
The Efficient Utilization of Energy in Cloud Computing Data CentersLecture notes in electrical engineering
-
2024
A Review of Lightweight Security and Privacy for Resource-Constrained IoT DevicesComputers, Materials and Continua
-
2024
SHC: 8-bit Compact and Efficient S-Box Structure for Lightweight CryptographyIEEE Access
-
2023
Mode Search Optimization Algorithm for Traffic Prediction and Signal Controlling Using Bellman–Ford with TPFN Path Discovery Model Based on Deep LSTM ClassifierSN Computer Science
ABOUT ME
Research with purpose. Learning without limits.
I’m Dr. Dilip Kumar, Assistant Professor in the Department of Computer Science & Engineering at NIT Jamshedpur.
My work brings optimization and machine learning together to build useful, efficient intelligent systems. DKLab is my personal space for this research, the students who help shape it, and the ideas we explore through teaching and collaboration.
Ph.D. — NIT Jamshedpur · M.Tech (CSE) — NIT Rourkela · B.Tech — BIT Sindri
My students50+Publications
4Patents
4Ph.D. Graduates
10+Ongoing Ph.D. Scholars
200+Students Supervised
TEACHING & MENTORSHIP
Build Understanding. Then Build Something.
Fundamentals of Machine Learning
Supervised learning, core algorithms, and model evaluation.
Generative AI
Generative models, transformers, LLMs, RAG, agents, and responsible AI.
Research & Summer Internships
Guided development at the intersection of AI, full-stack systems, and applied research. Register as a student →
GET IN TOUCH
Good research starts with a good question.
For research collaboration, student projects, Ph.D. supervision or academic enquiries — send a message and it reaches me directly.
Department of Computer Science & EngineeringNIT Jamshedpur, Jharkhand, India — 831014