My journey in the field of Artificial Intelligence and Machine Learning has been a fulfilling and evolving adventure, driven by curiosity and a deep passion for technological innovation. Starting with my master's research, where I focused on indoor RGB-D images for scene understanding, I was fascinated by the potential of AI to interpret complex visual data and enhance our interaction with the environment.
During my PhD, my research pivoted towards the intriguing domain of emotional subjectivity. This work aimed to bridge the gap between human emotions and AI, striving to create systems that could accurately interpret and respond to human feelings. The challenge of encoding subjective experiences into machine learning models was both intellectually stimulating and rewarding, underscoring the profound impact AI can have on human-computer interactions.
Currently, in my postdoctoral work, I am dedicated to the critical field of skin lesion classification. This research holds immense potential for advancing medical diagnostics, particularly in early detection and treatment of skin cancer. By leveraging AI to analyze dermatological images, I aim to contribute to life-saving technologies that can provide rapid and accurate assessments, thereby improving patient outcomes.
The common thread through my diverse research experiences is a commitment to harnessing AI for practical and impactful applications. The transition from scene understanding to emotional subjectivity and now to medical diagnostics illustrates the versatile and transformative nature of AI. Each project has taught me the importance of interdisciplinary approaches and the ethical considerations essential for responsible AI development.
My research is not just about advancing technology; it is about creating AI systems that are fair, transparent, and accountable. The potential of AI to revolutionize various sectors, from enhancing human-computer interactions to saving lives through medical advancements, drives my work forward. Collaborating with the vibrant AI/ML community, I am inspired by the continuous exchange of ideas and the shared goal of leveraging technology for the betterment of society.
In summary, my research aims to push the boundaries of what AI can achieve, while ensuring these advancements are ethically sound and socially beneficial. By focusing on innovation and ethical considerations, I hope to contribute to a future where AI enhances human capabilities and fosters a more equitable world.