Innovative AI & Machine Learning Projects
Explore my portfolio of advanced artificial intelligence and machine learning projects, showcasing expertise in computer vision, natural language processing, robotics engineering and intelligent systems development.
Featured Projects
Cancer Detection Model
Developed a highly accurate convolutional neural network model for skin cancer detection using the HAM10000 dataset, achieving 97% accuracy through advanced computer vision techniques.
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Autonomous Drone Vision
Implemented a state-of-the-art vision system for autonomous drones using YOLOv9 on NVIDIA Jetson hardware, achieving 30 FPS with 95% mAP on custom aerial datasets.
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Mini AI Assistant
Developed a sophisticated AI assistant using BERT-based NLP pipelines in Python, capable of understanding natural language queries and performing a variety of tasks.
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Autonomous Fire Fighter Robot
Engineered a fully autonomous fire fighting robot that combines YOLOv8 for flame detection with A* pathfinding algorithms for intelligent navigation in complex environments.
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Technical AI & ML Expertise
As an AI and machine learning specialist, I focus on developing cutting-edge solutions across multiple domains, leveraging state-of-the-art algorithms and techniques to solve complex problems.
Computer Vision & Image Processing
- Convolutional Neural Networks (CNNs)
- Object Detection & Segmentation
- Transfer Learning & Fine-tuning
- Image Classification & Recognition
Natural Language Processing
- BERT & Transformer Architectures
- Named Entity Recognition
- Sentiment Analysis
- Text Generation & Summarization
Robotics & Autonomous Systems
- Simultaneous Localization and Mapping
- Path Planning & Navigation
- Sensor Fusion & Integration
- Real-time Control Systems
AI & ML Frameworks
- TensorFlow & PyTorch
- Scikit-learn & OpenCV
- ROS (Robot Operating System)
- ONNX & TensorRT Optimization