for my Statement of Purpose add some content for the last two paragraph and check the other paragraphs for grammar or is there any place to improve 

From a young age, I was captivated by the possibilities of computers and their potential to solve complex problems. My fascination was further solidified when I encountered Jarvis, the artificial intelligence from *Iron Man*, which inspired me to explore the field of AI. This early spark led me to pursue Computer Science in high school, where I learned the basics of programming languages like C++ and Python. Over time, this curiosity grew into a passion, driving me to explore how technology could transform everyday life. This journey has led me to the field of Artificial Intelligence and Data Science, where I believe I can make a meaningful impact. 


To further pursue my interest in AI, I enrolled in a reputable college affiliated with Anna University, specializing in Artificial Intelligence and Data Science. Throughout my undergraduate studies, I gained a strong foundation in key areas such as Machine Learning, Deep Learning, Computer Vision, and Natural Language Processing, alongside core subjects like Data Structures, Algorithms, and Probability. These subjects equipped me with the necessary tools to approach and solve complex computational problems, sparking my eagerness to apply theoretical knowledge to real-world challenges.



Seeking hands-on experience, I joined the Centre for Collaborative Innovation (CoIN) during my second year. CoIN provided an excellent platform to work on industrial projects and gain experience in solving practical problems. Initially, I worked as a junior assistant developer on several projects, primarily focused on coding modules and debugging errors. However, my enthusiasm for research and development caught the attention of my mentors, and I was given the opportunity to lead the development of “Visgenix-Facial Attendance System.” This system improved attendance tracking for over 400 faculty members within our campus, allowing me to explore advanced concepts in machine learning. Through this project, I not only deepened my technical knowledge but also honed my leadership, teamwork, and management skills.



Building on my success at CoIN, I was offered an internship at Bi-Metal Bearings, where I and my team worked to improve the company’s production quality control system. Our primary goal was to reduce the time required for quality inspections of metal bearings. After thorough discussions with my team and mentor, we proposed two solutions. The first, a "Mission Vision System," automatically detected missing features in bearings, streamlining production by removing faulty parts. The second, an "AI-Driven Vision Inspection System," used computer vision to identify defects such as small cracks, dents, and scratches, significantly reducing the need for manual inspection by over 100 workers. This reduced the inspection time from several days to match the production cycle, a major efficiency improvement. After successfully completing the 77-day internship, our project received a certificate of appreciation from the company's management. This experience reinforced my problem-solving abilities and leadership skills while giving me deeper insights into AI's practical applications in the manufacturing industry.



In addition to these industrial projects, I have also worked on several mini-projects as part of my academic coursework. One such project was the "Attention Assist System for Drivers," designed to enhance driver safety by monitoring and alerting drivers when they showed signs of drowsiness through a sound module and one unique think about is our product works great even at low light condition. Another project was a "Pothole Detection System," equipped with a GPS module that could be attached to public transport vehicles to report pothole locations, helping authorities prioritize road maintenance. These projects allowed me to explore more in-depth concepts related to deep learning models, further enriching my understanding of AI applications and also allowed me to experience in working in the edge devices like raspery pi, jetson nano.

Beyond academics, I have been actively involved in extracurricular activities. As a member of my college’s Quiz Club, I organized and participated in several technical quizzes. I also participated in various hackathons, including one organized by the Tamil Nadu Police’s Cyber Crime Wing, where my team was selected among the top 10 out of over 380 teams, and we received appreciation from retired IPS officer Dr. C. Sylendra Babu for our innovative solutions. Furthermore, my team was a finalist in Cognizant Technology Solution’s innovation idea challenge, ProDiGi, and we secured the runner-up position in an inter-college project presentation during E-week celebrations. These experiences enhanced my ability to work effectively in teams and sharpened my problem-solving skills, both of which are critical in AI research and development.



My academic journey and practical experiences have deepened my passion for Artificial Intelligence and Data Science. However, I recognize that to truly excel and make a meaningful contribution to this rapidly evolving field, I need to further expand my knowledge and skills. Pursuing a master's degree in the USA will provide me with access to cutting-edge research, world-class faculty, and state-of-the-art facilities, which will help me stay at the forefront of AI innovation. Moreover, this exposure will prepare me to tackle complex challenges in AI, whether in academia or industry.



I am confident that the opportunity to pursue my master’s in the USA will be a transformative experience that will help me achieve my long-term goal of becoming a leader in AI-driven innovation. Thank you for considering my application.