Madhuroopa Irukulla

Experience

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  Infor

  Jul 2018 - Apr 2021

  • Associate Consultant

    Sept 2018 - Apr 2021

  • Internship Trainee

    Jul 2018 - Sept 2018
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  Deloitte

  Apr 2021 - Dec 2021

  Analyst
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  Seattle University

  Oct 2022 - Mar 2024

  Data Analyst (CAM) , Innovation and Entrepreneurship Center

  As a client account manager work closely with local small businesses in Seattle area and surrounding neighborhoods, understand their business requirements and help them streamline their business process using resource connections, business planning and also build technical solutions by collecting the data from clients, using it to analyze and generate dashboards with meaningful insights which can be used by the clients to build strategies and improve their business, so that they can stay, grow and thrive as Seattle expands. Show less

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  Seattle University's Department of Computer Science

  Sept 2023 - now

  Our research focuses on two key areas:1️⃣ Synthetic Data Generation: We are actively studying and experimenting with various synthetic data generation algorithms, including clustering, SMOTE, GANs, and more. Our aim is to develop novel approaches for creating realistic synthetic data, enabling data scientists to overcome limitations in real-world applications such as Health Care, where data scarcity poses a challenge.2️⃣ Classification Algorithms: We are deeply engaged in exploring powerful algorithms like transfer learning, neural networks (NN), k-means, support vector machines (SVM), and k-nearest neighbors (k-NN). Our primary focus is on transfer learning, which allows us to leverage existing knowledge from well-labeled datasets and apply it to data of our interest. By adapting and fine-tuning pre-trained models, we aim to unlock the full potential of these techniques and achieve exceptional classification outcomes data-starved situations. Show less • As a Graduate Teaching Assistant, I help students in the CPSC 5610: Artificial Intelligence course. I explain tricky stuff in a way that's easy to get and help solve problems to make learning AI easier.• I also assist in grading assignments and exams, giving helpful feedback to boost learning.• Holding regular office hours via Zoom and facilitating open communication channels through Teams, creating an accessible environment for students to seek guidance, ask questions, and receive timely assistance. Show less

  • Graduate Research Assistant

    Jun 2023 - now

  • Graduate Teaching Assistant

    Sept 2023 - Mar 2024
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  Possible

  Jan 2024 - Mar 2024

  Fellow

  One of the 85 students nominated and one of the 25 students accepted into the Santa Clara and Seattle U Career Accelerator powered by Possible, a prestigious career development program tailored for the tech industry.Dedicated over 40 hours to networking and learning from industry professionals across key areas such as Product Management, Marketing, Sales, Engineering, Data Analytics, HR, and Operations.Gained Actionable InsightsTook up a data project to analyze and transform data for actionable insights, demonstrating proficiency in using technology. Show less