Machine Learning Computer Science

Pavani Napa

Cleveland, OH ******************@*****.*** linkedin.com/in/napa-pavani 216-***-****

Education

Cleveland State University, Cleveland, OH May-2025 Master of Science in Computer Science — GPA: 3.9/4 Relevant Coursework: Artificial Intelligence, Machine Learning, Linux OS, Data Structures & Algorithms Visvesvaraya Technological University, Bengaluru, India 2021 Bachelor of Engineering in Computer Science and Engineering Professional Experience

Cleveland State University — Cleveland, OH 2024 – 2025 Graduate Teaching Assistant

• Engineered course curriculum enhancements, incorporating advanced object-oriented programming techniques resulting in students submitting 95% of coding projects on time without errors and improved final exam scores.

• Drove engagement in Python programming concepts through weekly mentorship of 30+ students, focusing on algorithm optimization and debugging.

Capgemini — Bangalore, India 2021 – 2023

Analyst

• Architected scalable RESTful APIs and microservices, elevating system efficiency by 25% and integrating seamlessly with Adobe Experience Manager (AEM). This streamlined data exchange and curtailed data retrieval latency for users.

• Enhanced SQL database efficiency by rewriting complex queries and strategically constructing indexes, leading to execution of 100 database queries per minute, improving overall application responsiveness.

• Spearheaded migration of legacy codebase to React.js, Node.js, HTML, and CSS, accelerating average page load times by 0.7 seconds while strictly adhering to accessibility guidelines.

• Coordinated with product managers, designers, and QA teams to create a collaborative environment, resulting in a 15% reduction in project delivery time. This approach ensured high-quality releases while optimizing workflow efficiency.

• Revamped data infrastructure, connecting legacy systems with cloud platforms to streamline data workflows, leading to 30% quicker data processing speeds and saving 10 hours per week for the database team. Projects

Model-as-a-Service (MaaS)— ML Inference API with Flask and CI/CD 2024 Built and deployed a Flask-based REST API to serve a machine learning model, containerized using Docker. Integrated github actions to automate testing and deployment, enabling CI/CD for model updates and API changes. Data Transfer Through Blockchain — Python Flask 2021 Developed a Blockchain solution using Python Flask framework to facilitate rapid and secure data transfers, increasing transaction speeds by 30%.

COVID Detection — ML 2021

Built an ML model predicting COVID-19 probability using a dataset of 303 instances with 14 variables. Leveraged scikit-learn for preprocessing, training, and evaluation. Bounce Blitz — Java 2020

Designed a Java-based game with enhanced mechanics that addressed usability issues, improving user experience. Technical Skills

Programming Languages: Java, Python, JavaScript, C++, SQL Programming Paradigms: Object-Oriented Programming, Microservices, API Development Web Technologies: HTML5, CSS, React.js, Node.js,Adobe Experience Manager Databases: MySQL, PostgreSQL, MongoDB

Seminar

How AI is Transforming the Healthcare Industry and Implications for Patient Outcomes 2024 – Present

• Explored innovative uses of technology such as automated image recognition systems which not only streamlined workflow but also contributed valuable second opinions during challenging cases encountered by practitioners.

• Assessed how machine learning innovations could transform treatment methodologies; findings contributed to creating personalized care plans that improved satisfaction ratings by an average of 15% among patients.

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