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Visual representations of my technical capabilities and practical applications in AI and machine learning
3D visualization of neural connections in a brain-like structure
Live snippet of parameter-efficient LoRA fine-tuning on Llama 3
Hover over each step to explore my end-to-end machine learning workflow, from data collection to deployment.
A selection of my technical projects showcasing ML and backend expertise.
Built a complete Transformer neural network with Multi-head attention and Positional encoding. Implemented Encoder-Decoder architecture for sequence-to-sequence NLP tasks, demonstrating deep understanding of LLM foundations.
Developed a real-time detection system processing video streams at 30 FPS with 85% accuracy. Optimized model inference for low-latency performance in embedded system environments.
Achieved 92% prediction accuracy using ensemble regression models (Random Forest, Gradient Boosting). Performed advanced feature engineering and hyperparameter tuning.
Implemented K-Means clustering algorithm for efficient image compression with minimal quality loss. Demonstrated understanding of unsupervised learning algorithms.
Built a comprehensive admin panel for e-commerce platforms with inventory management, analytics, and RESTful API integration.
Developed a travel booking website with destination management, user booking system, and payment integration.