I am a computer science PhD student at the University of Mons
Conducting research on Anomaly Detection in Image Sequences under Prof Souhaib ben Taieb
Key responsibilities:
• Building a context-aware machine learning framework that can adapt to concept drift
• Finding hidden patterns and interactions among more than 50 features
• Dealing with the unbalanced dataset
Key responsibilities:
• Performed an extensive literature review for emotion detection using facial expression
• Implemented a hybrid CNN-LSTM model
• Achieved an accuracy of 60% on CREMA-D and 54% on RAVDESS datasets
• Tested the model in real-time using a live video feed via webcam
Key responsibilities:
• Enhancement, support, and maintenance activity of the delivered processes (Personal, and Job Data, Recruitment, Performance Management etc.) in the stringent timeline
• Responsible for 2 major clients having a total of 10,000+ employees
• Worked on XML Publisher, approval workflow engine (AWE) security-related activity, enhancements, and testing
• Modify several SQR reports based on client requirements
Key responsibilities:
• The following algorithms were used - User-based collaborative filtering (UBCF), Item-based collaborative filtering (IBCF), and Singular Vector Decomposition (SVD)
• Experiments were performed with the MovieLens dataset
• Multiple distance measures were employed: Cosine, Pearson correlation, and Jaccard
GPA: 8.76