Siddharth Tayi Email & Phone Number

Texas, United States

Boulder, Co, Us

Boulder, Colorado, United States

Coursera Course Facilitator: Data Structures and Algorithms - Trees and Graphs, Dynamic Programming, and Searching - Sorting Algorithms.

Boulder, Colorado, United States

Teaching Assistant for courses: Data Mining, Machine Learning, Digital Advertising - Python, Experiential Projects - Project Management.> As a Graduate Teaching Assistant, I guide students through the intricacies of data science. Using Python, R, Pandas, Scikit-Learn, NumPy, and TensorFlow, I create practical learning experiences to prepare students for real-world data challenges.> In addition to teaching technical skills, I mentor students in machine learning, regression analysis, and natural language processing. Through collaborative projects and interactive exercises, I cultivate a stimulating learning environment where students can explore the vast potential of data science.

Boulder, Colorado, United States

> Managed a class of more than 100 students, demonstrating strong organizational skills and effective classroom management.> Tasked with reviewing and grading students' assignments and coursework, utilizing proficiency in data analysis tools such as Python, R, Pandas, and Scikit-Learn to assess student performance accurately.> Engaged in active mentoring to support students' academic growth and development, drawing upon expertise in machine learning, regression analysis, and natural language processing to provide valuable guidance.> Implemented innovative teaching strategies to enhance student comprehension and participation, utilizing interactive data visualization techniques and hands-on projects.> Facilitated regular feedback sessions, offering constructive insights and utilizing strong communication skills to aid students in their academic improvement.

Boulder, Colorado, United States

- Tutor for Python, R, and SQL, Data Science, Machine Learning, and Cloud. - Data Science Mentor/Advisor.

Boulder, Colorado, United States

• Initiated over 100,000 trips and 20,000 hours of vehicle information, conducting extensive data cleaning to improve data quality, resulting in a 15% reduction in sudden accelerations and a 10% decrease in abrupt lane changes, improving road safety by 20%. • Conducted the "passing" and "overtaking" analysis using Tableau dashboarding, and Scikit-learn (sklearn) for clustering analysis and time series modeling, formulating a hypothesis with a temporal threshold that improved driving safety by 26%

> Spearheaded the development of innovative data-gathering and processing solutions using SAP, BODS, and Oracle, resulting in a 79% increase in client business value.> Engineered automation strategies leveraging shell scripting and Control M, optimizing processing for over 1500 jobs and slashing processing time by 50%.> Revamped ETL processes and master tables using MS SQL Server and SAP, driving a 33% improvement in retrieval speed and ensuring data accuracy.> Attained a 98% accuracy rate in computing Annual Tax Requests, ensuring compliance and minimizing errors in financial processes.

> Conducted comprehensive Exploratory Data Analysis (EDA) on diverse datasets, crafting advanced classification models with accuracy scores ranging from 74% to 90%.> Engineered LSTM models for precise sentiment analysis, resulting in a significant 2.3% reduction in stock forecast variance and a 15% improvement in decision-making reliability.> Demonstrated proficiency in Python, SciKit-Learn, TensorFlow, and various visualization libraries, consistently achieving an average accuracy of 87% across multiple projects.

Master'S Degree, Data Science, 3.97

Activities and Societies: > Mentor and Advisor for Business School students: Data Science, ML, Statistics, and ProgrammingCourses.

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering

Activities and Societies: ESD Lab member