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Click here or scroll down to respond to this candidateCandidate's Name
Minneapolis, MN Street Address
PHONE NUMBER AVAILABLE EMAIL AVAILABLELINKEDIN LINK AVAILABLE github.com/SaiRishiY EDUCATIONUniversity of Minnesota - College of Science and Engineering Minneapolis, MN B.S in Data Science, B.S in Computer Science GPA - 3.5 Expected: May 2027 Relevant Coursework: Advance Programming Principles, Data Structures and Algorithms, Machine Architecture and Organization, Statistics and Probability, Computational Linear Algebra and Discrete Mathematics, Multivariable Calculus. SKILLSSoftware Languages: VBA, Python, SQL, JAVA, J2EE, HTML/CSS, C, Ocaml. Tools: Git, Microsoft Applications ( Excel, Word, Access, Power point ), Numpy, GDB, SSH, Script, Spring Framework, JPA. Operating Systems: Linux, Windows, Mac OS.Databases: MySQL, MongoDb.PROFESSIONAL EXPERIENCENexus Info - Data Science Internship RemoteSentiment Analysis Project May 2024 - June 2024 Conducted an end-to-end sentiment analysis project, including data exploration, preprocessing, EDA, and model training using Naive Bayes, SVM, and LSTM. Applied advanced text preprocessing techniques and visualized sentiment distribution through count plots and pie charts, enhancing data understanding and preparation. Evaluated models using accuracy, precision, recall, and F1 score. Optimized the SVM model with GridSearchCV, achieving the highest performance metrics among the models. Successfully identified the SVM model as the best performer, demonstrating proficiency in handling machine learning projects, model tuning, and interpretation.Stock Market Prediction Project Developed predictive models using historical stock data, involving data preprocessing, EDA, feature selection, model training, and evaluation. Implemented Linear Regression, Random Forest Regressor, and Decision Tree Regressor, and applied feature scaling for improved model performance. Discovered the significance of feature scaling and the effectiveness of Random Forest in handling nonlinear relationships and reducing overfitting. Random Forest Regressor emerged as the most accurate model, demonstrating robustness and accuracy in predicting stock prices. PROJECT EXPERIENCEInternational Baccalaureate - Computer Science Project Ooty, TN High School Student July 2021 Feb 2023 Conducted an initial client interview to understand requirements and advised on programming language and website complexity choices, aligning with client needs. Led the design phase, creating detailed structure, flow diagrams, data flow diagrams, and program flow diagrams to ensure project alignment with client requirements. Developed the website template using HTML and CSS, integrated SQL for back-end functionality, and implemented dynamic features using JavaScript, referencing external code sources like GitHub. Conducted a post-testing and feedback interview, securing client approval and confirming the successful achievement of established success criteria.LEADERSHIP EXPERIENCEUniversity of Minnesota - College of Science and Engineering Minneapolis, MN Teaching Assistant Sep 2024 Present Assist 40+ students in Discrete Mathematics with tailored, example-based explanations. Grade exams promptly, offering detailed feedback to enhance student learning. Adapt teaching methods to diverse needs, fostering an inclusive classroom environment. University of Minnesota - College of Science and Engineering Minneapolis, MN Orientation Peer Leader May 2024 Aug 2024 Lead a group of 13 students daily, four days a week, offering guidance and support on academic and extracurricular matters, and conduct campus tours to familiarize new students with the university environment and resources. Facilitate the creation of individualized fall semester schedules, addressing queries related to student activities, classes, and general university life to ensure a smooth transition into university life. Communicate with students by providing guidance, working in a group to troubleshoot and resolve student issues effectively. |
