PrepAI — AI Interview Simulation System
Real-time AI-driven interview environment with speech analysis the Grok API integration.
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portfolio
Portfolio item number 2
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publications
AQI Forecasting using Hybrid ARIMA and CNN-BiLSTM with Attention
A hybrid ARIMA and CNN-BiLSTM architecture with attention mechanism for air quality index forecasting. The model uses metaheuristic optimization and achieves R² > 0.94 on pollution data from major Indian cities.
AMoE-ViT: Adaptive Mixture of Orthogonal Experts Vision Transformer
Self-supervised agricultural disease diagnosis using dual-stage pretext and temporal video modeling with an Adaptive Mixture of Orthogonal Experts Vision Transformer architecture.
TriadNet: Multimodal Personality Assessment System
A multimodal personality assessment system integrating graph-based facial dynamics, prosody-aware speech modeling, and BERT-LSTM textual flow to estimate Big Five (OCEAN) personality traits.
Electric Vehicle Recognition using YOLO
A YOLO-based deep learning approach for electric vehicle recognition and classification in real-world scenarios.
Sports Analytics and Automated Umpiring System
A computer vision-based approach for sports analytics and automated umpiring, leveraging deep learning for real-time decision support.
talks
teaching
Teaching experience 1
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Teaching experience 2
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