Outstanding Machine learning instructor with over 1 year of experience. Guides university students, including practicals through dynamic in-person learning sessions. Holds a master's degree.
About
As a dedicated and innovative quant/computer scientist, I've dual master's degrees in Computer Science and Quantitative Finance from Georgia Institute of Technology, maintaining a perfect GPA. My journey began with a B.Tech in Electrical Engineering and Computer Science from IIT Kharagpur. Professionally, I've contributed significantly at Adobe Systems, where I developed distributed systems platform and played a key role in developing Photoshop. My stint as an Applied Scientist at Adobe Research Labs led to the development of FEDPER, a privacy-preserving personalization algorithm, enhancing client model accuracy. I have also authored several papers in prestigious conferences AISTATS and NIPS and am deeply involved in cutting-edge projects in federated learning and mobile computing. My expertise in various programming languages and development tools drives my passion for technological innovation and excellence.
Education
Master’s / Graduate Degree
Can also teach
- Data Analysis
- Machine Learning
Teaching methodology
As an educator in computer science and quantitative finance, my teaching methodology is centered on an interactive, problem-solving approach, aimed at fostering deep understanding and practical application of concepts. I begin my courses by establishing a strong theoretical foundation, ensuring students grasp the fundamental principles of the subject. This is followed by hands-on sessions, where students apply these principles in real-world scenarios, such as developing algorithms, analyzing financial data, or coding simulations.
To accommodate diverse learning styles, I incorporate a blend of lectures, collaborative group projects, and individual assignments. In lectures, I use a mix of multimedia presentations, real-world examples, and guest speakers to bring concepts to life. During group projects, students work together to solve complex problems, which encourages teamwork and the exchange of diverse perspectives.
To enhance practical skills, I integrate industry-standard tools and software in my curriculum, ensuring students are well-prepared for the professional world. Regular assessments, in the form of quizzes, assignments, and project presentations, are conducted to gauge student understanding and provide feedback.
Furthermore, I emphasize the importance of staying updated with the latest trends and advancements in the field. To this end, I encourage students to engage in research, attend seminars, and participate in workshops. My goal is to not only impart knowledge but also to instill a lifelong passion for learning and innovation in my students.
4.8
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Years exp
1
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High demand
7 lesson booked in last 96 hours