Your statement can be up to 500 words in length (approximately 1-page, single-spaced, using 1-inch margins and 12-point font).
In my years of undergraduate practices, I’ve been exposed to programming and computer logic where the scope of design and implementation is infinite. It was during my first embedded systems class where I have fallen in love with development for robotics and ever since then, my ambition has been my drive to learn more algorithms and participate in school summer projects. During one of the projects, artificial intelligence topic was brought up and I had no clue what it was. After a bit of research, it instilled in me a determined desire to study and practice software engineering focusing on artificial intelligence and machine learning.
Currently, I am a Software Engineer at Goodix Technology where I have learned so much about embedded systems and hardware/software co-design. I have reviewed code from different teams in different countries and I have developed drivers and applications using C. In addition, I’ve developed applications in python to support test engineers in automating data collection, data cleaning, parsing and data visualization on multiple chip-set tests. Throughout my developments, I’ve always shifted my focus back to AI, in particular, machine learning. I am drawn towards the concept of building and training neural networks, Bayesian reasoning and self-organizing maps for decision making. The aim of my research is to further understand how to incorporate these algorithms into robotics.
I am interested in working with Dr Stefano Soatto’s in which he worked on “Dynamics and Control of Differential Learning” where he discusses the critical periods of deep learning and their impact on proper learning. This is an area of high interest to me in which I see myself working under Dr Stefano Soatto and I’m keen to conduct my research with him. Moreover, I’ve noticed that only UCLA offers “Debugging and Testing of AI/ML Based Systems” as a topic that is covered by professor Dr Miryung Kim in which I haven’t seen it being offered at any other university and I’m motivated to attend and to work with Dr Miryung Kim.
My goal is to develop models and algorithms into a robotics platform to help to improve repetitive tasks that we do every day. This might also reduce the complexity barriers that are associated with robotics. Another goal of mine is to reintroduce AI and ML at my current job as a way to evaluate the chip-set test instead of having the designers evaluate the results.
Machine learning is an area where I see a versatile vocation yet I am motivated to specialize in it. UCLA has the best programs and research opportunities that I seek in machine learning as opposed to another school. With facilities like Dr Stefano Soatto and Dr Miryung Kim who have worked on machine learning, I believe that my research interest, my motivation and ambition to work with these valued faculties will have a substantial impact on my future interest and practices. I look forward to getting in your prestigious program and to get involved with your vibrant student community. I am determined and well prepared to complete my masters in AI and ML at UCLA.
• What is your purpose in applying for graduate study in your specified degree program?
Describe your area(s) of interest, including any subfield(s) or interdisciplinary interests. For more information on Interdisciplinary Teaching check on this: https://en.wikipedia.org/wiki/Interdisciplinary_teaching
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