AI & Technology professional driven by one core strength: turning complex problems and real-world requirements into practical solutions. Experienced across Artificial Intelligence, data, technical troubleshooting, cybersecurity and networking fundamentals, operating systems, and emerging technologies, with a strong ability to understand systems, identify problems, evaluate solutions, and rapidly learn what is needed to solve them. Highly adaptable, analytical, and innovation-driven, with a broad technology mindset and a passion for building meaningful solutions that create measurable value.
Developed an AI chatbot application connected to a remote server and powered by a TensorFlow/Keras intent-classification model. Designed and implemented a security-focused API layer to protect the AI model, application resources, network communication, and server infrastructure against unauthorized access, misuse, and common security threats. The project combines AI application integration with practical cybersecurity, API security, networking, and system-protection concepts.
Conducted practical experiments across multiple reinforcement learning algorithms and diverse simulated environments to evaluate agent behavior and algorithm performance. Compared different approaches through training experiments and visual evaluation of agent behavior, focusing on whether agents successfully learned the intended tasks and how effectively different algorithms performed across environments.
Designed and integrated a multi-model computer vision system that brings multiple pre-trained AI models from established PyTorch and TensorFlow ecosystems into a unified application. The system can detect and classify more than 21,000 object categories, perform facial analysis for age, gender, and emotion estimation, and recognize human actions. The project also incorporates practical system capabilities such as logging, self-healing mechanisms, and additional operational features, with a focus on real-world computer vision applications and efficient system integration.