Machine Learning Data Analyst

Premkumar M Munavalli

Tempe, AZ Willing to Relocate

+1-623-***-**** ï https://www.linkedin.com/in/premkumar-munavalli # *************@*****.*** Machine Learning Engineer Data Analyst Python, SQL, Tableau, and MS Excel Graduate student with expertise in Machine Learning and Data Analysis, seeking full-time opportunities as AI / ML Engineer and Data Analyst

Education

Arizona State University Aug 2022 - Dec 2024

Master’s in Management of Technology Tempe, Arizona Sir M Visvesvaraya Institute of Technology Aug 2016 - May 2021 Bachelor’s in Mechanical Engineering Bengaluru, India Relevant Coursework & Technical Skills

Programming: Python, C++/ C, JavaScript

Data Analysis: SQL, Advanced Excel, Tableau, Power BI Machine Learning: Scikit-learn, Matplotlib, Predictive Modeling, Statistical Methods, Linear Regression, Logical Regression

Experience

AI / ML Project: Airbnb – Predictive Pricing Analysis Oct 2024 – Jan 2025 Developed a machine learning model and analysed dataset Tempe, Arizona

• Conducted in-depth analysis of the New York City Airbnb Open Data using Python to uncover patterns and trends. Developed visualizations to determine relationships between multiple variables

• Built a linear regression model in PyTorch to predict reviews, enhancing understanding of machine learning concepts like random forests, entropy, decision trees, and overfitting

more)

Advanced Data Analysis Aug 2023 - Dec 2024

Arizona State University Tempe, Arizona

• Conducted EDA on large datasets like Airbnb and Netflix using Python (Pandas, NumPy, Matplotlib, Seaborn) and SQL, identifying key trends, correlations, and insights through detailed visualization

• Developed expertise in building and training deep neural networks using Python and TensorFlow, with a focus on optimizing performance through techniques like hyperparameter tuning, using GridSearch and regularization, and advanced optimization algorithms

SQL and Data Visualization Jan 2023 – Jul 2023

ASU, Data Visualization Class Project

• Proficient in ETL processes using SQL, data manipulation and visualization in Power BI, complex queries, data cleaning, table joins, aggregations, filtering and database management

• Developed interactive Tableau dashboards to visualize key performance metrics and enable data storytelling for strategic use cases

Front-end Developer Jan 2022 – Oct 2022

Moonraft Innovation and Thunderbird School of Management Bengaluru, India and Phoenix, USA

• Designed and maintained multiple websites and web applications for desktop and mobile platforms, utilizing advanced technologies including HTML, CSS, JavaScript, Angular and Wavemaker

• Worked on the redesign and development of the company website using Drupal and WordPress and Monday.com enhanced user experience, leading to an average increase in session duration of the website viewers

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