Helena Thomas

Helena Thomas Email and Phone Number

Research Assistant @ University of Michigan
Ann Arbor, MI, US
Helena Thomas's Location
Ann Arbor, Michigan, United States, United States
About Helena Thomas

I am a recent graduate with a MS degree in Electrical and Computer Engineering from the University of Michigan, with a focus on machine learning and computer vision. I am passionate about leveraging data science and statistics to make a positive impact on the world and really enjoy playing with data. Currently, I am working as a part-time Research Assistant at the Coastal Ecology and Conservation Lab, processing and analyzing extensive high-resolution datasets of fish movement and behavior in coastal regions and utilizing data science and machine learning approaches to extract valuable insights from large-scale datasets. Here, I am dealing with approximately 2 million records of data, representing a substantial collection of data on fish behavior in coastal regions.My background in machine learning along with data analysis and processing, has been cultivated through a combination of rigorous coursework and practical projects. I have worked on image classification and reconstruction, object detection, data analysis and visualization, primarily using Python. I have worked on projects involving predictive modeling and data analysis, such as the project involving predictive modeling for state fragility assessment involving the Fragile States Index (FSI) data (2006-2023), and doing a global socio-economic analysis: through poverty, corruption and health indicators. These mainly involved structuring, cleaning and transforming the data for analysis and then visualizing various relationships found in the data. My projects, such as integrating YOLO with SWIN transformer for real-time object detection and using Convolutional Neural Networks (CNNs) for image reconstruction, highlight my ability to handle diverse data analysis tasks.My technical skills encompass programming languages such as Python (Pandas, Matplotlib, NumPy, Keras, TensorFlow, OpenCV, PyTorch, Scikit-learn, Seaborn, NLTK), C, C++, and Julia. I am actively seeking roles in machine learning, data science, data analysis, and deep learning, where I can use my skills and experience to contribute to innovative and impactful projects.

Helena Thomas's Current Company Details
University of Michigan

University Of Michigan

View
Research Assistant
Ann Arbor, MI, US
Website:
umich.edu
Employees:
10
Helena Thomas Work Experience Details
  • University Of Michigan
    Research Assistant
    University Of Michigan
    Ann Arbor, Mi, Us
  • University Of Michigan
    Research Assistant
    University Of Michigan Jul 2024 - Present
    Ann Arbor, Michigan, United States
    Coastal Ecology and Conservation Lab● Processing and analyzing extensive high-resolution datasets of fish movement and behavior in tropical coastal ecosystems● Applying statistical and data visualization techniques to identify patterns and relationships within complex ecological data● Utilizing data science and machine learning approaches to extract valuable insights from large-scale datasets and contribute to the development of predictive models
  • University Of Michigan
    Research Assistant
    University Of Michigan Oct 2023 - Jun 2024
    Ann Arbor, Michigan, United States
    Pose Estimation and Object Detection/ Attribute Recognition for crowds• Developed and refined an Object Detection system using ML techniques such as Convolutional Neural Networks (CNNs), Region-based Convolutional Neural Networks (R-CNN), and YOLO to identify protest related objects • Conducted literature reviews and implemented pose estimation models to interpret actions and gestures in protests • Annotated a 100GB video dataset, resulting in approximately 50,000 labeled images
  • University Of Michigan - Center For Academic Innovation
    Software Quality Assurance Fellow
    University Of Michigan - Center For Academic Innovation Sep 2023 - Aug 2024
    Ann Arbor, Michigan, United States
    Center for Academic Innovation● Software Quality Assurance Fellow: Websites - ECoach, Michigan Online, Problem Roulette ● Perform rigorous testing of web applications, identifying and documenting software defects, and collaborating with development teams to facilitate timely resolutions and to ensure optimal functionality and user experience.● Execute web accessibility testing to ensure compliance with accessibility standards such as WCAG.● Develop and execute automated tests using Selenium to enhance testing efficiency and coverage, ensuring the reliability of web applications.
  • Mksss Cummins College Of Engineering For Women
    Intern
    Mksss Cummins College Of Engineering For Women Jun 2021 - Aug 2021
    Pune, Maharashtra, India
    Department of Electronics and Telecommunication Engineering (E&TC)Pneumonia Detection using Convolutional Neural Networks:● Designed a system that interprets Chest X-Ray scans and classifies common thoracic lung diseases using machine learning and image processing techniques.● Useful for speeding up patient diagnosis and in reducing the strain on hospitals and medical professionals.● Obtained an accuracy of 94.4%.
  • Power Grid Corporation Of India Limited
    Intern
    Power Grid Corporation Of India Limited Jun 2021 - Jul 2021
    Pune, Maharashtra, India
    Substation Automation System (SAS) and Protection IED (Intelligent Electronic Devices)- Gaining hands-on experience with power grid technology – being involved in site visits or observing real-time monitoring of substations and electrical grid systems.- Learning and understanding the functioning of SAS and observing how automation integrates control, monitoring, and protection of substation equipment.- Configuration and testing of Protection IEDs
  • Defence Research And Development Organisation (Drdo)
    Summer Intern
    Defence Research And Development Organisation (Drdo) May 2019 - Jul 2019
    Pune, Maharashtra, India
    Armament Research and Development Establishment (ARDE)• Introductory Course for Matlab&Simulink and Microcontrollers• Temperature Indicator using 8051 microcontroller: Project

Helena Thomas Education Details

Frequently Asked Questions about Helena Thomas

What company does Helena Thomas work for?

Helena Thomas works for University Of Michigan

What is Helena Thomas's role at the current company?

Helena Thomas's current role is Research Assistant.

What schools did Helena Thomas attend?

Helena Thomas attended University Of Michigan, Mksss Cummins College Of Engineering For Women.

Who are Helena Thomas's colleagues?

Helena Thomas's colleagues are Joanna C., Kwame Kannatey-Asibu, Bala Ramanathan, Mumu Chakraborty, Sarah Siano, Michelle Powley, Eden W. Mcqueen, Phd.

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