Projects
A collection of research projects, engineering work, and experimental systems
Ongoing
AI / ML
Brain Tumor Classification with Wavelet-Enhanced Transfer Learning
MRI-based brain tumor classification using dual ResNet networks and spatial-frequency feature fusion.
PyTorch
ResNet
Transfer Learning
Wavelet Transform
Ongoing
Research
Online Continual Learning Survey & Benchmarks
Systematic review of 2,000+ papers defining the landscape of online continual learning.
Systematic Review
Benchmarking
Continual Learning
Research Methodology
Ongoing
Research
Speech & VR-Based Emotion Recognition
Multimodal emotion recognition combining speech processing and virtual reality environments.
Python
Speech Processing
Multimodal Learning
Affective Computing
Ongoing
AI / ML
Intrusion Detection via Continual Learning
Adaptive network intrusion detection that evolves with new cyber threats without forgetting.
Python
Continual Learning
Anomaly Detection
Network Security
✓ Completed
AI / ML
ML Algorithms & Neural Network Toolkit
Implementations of classification, prediction, RNN sentiment analysis, and genetic-algorithm optimization.
Python
scikit-learn
RNN
Genetic Algorithms
✓ Completed
Systems & Algorithms
AI Search & Problem Solving
Solvers for the 8-puzzle (A*), Sudoku (Genetic Algorithm & Simulated Annealing).
Python
A* Search
Genetic Algorithms
Simulated Annealing
✓ Completed
Systems & Algorithms
Simulation & Statistical Analysis
Process scheduling simulations, queueing systems, and statistical modeling with MLE.
Python
Matplotlib
Statistics
Discrete-Event Simulation