Hana Burkart

Hana Burkart

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About Me

HB

I'm passionate about Machine Learning, Deep Learning, and Computer Vision. I approach data-driven systems with an engineering mindset, focusing on building robust, scalable solutions that solve real-world problems. My work spans from developing ML pipelines to exploring cutting-edge generative models.

Beyond technical work, I'm deeply involved in leadership through ACM and ASME, where I coordinate outreach initiatives, manage collaborative projects, and foster community engagement. I believe in the power of teamwork and knowledge-sharing to drive innovation forward.

Projects

Rainfall Forecasting
Rainfall Forecasting
End-to-end ML pipeline for predicting rainfall patterns using historical weather data and advanced forecasting models.
PythonScikit-learnPandasTime Series
VAE Study
VAE Study
Exploration of Variational Autoencoders for generative modeling, implementing and comparing different architectures.
PyTorchDeep LearningVAEGenerative AI
Facial Analysis
Facial Analysis
Computer vision system for facial feature detection and analysis using state-of-the-art deep learning techniques.
OpenCVTensorFlowCNNComputer Vision

Leadership

ACM (Association for Computing Machinery)
Secretary & Treasurer

Coordinated outreach events, managed finances, and organized technical workshops to foster collaboration in the computing community.

ASME (American Society of Mechanical Engineers)
Robotics & AI Project Lead

Led cross-functional teams in developing robotics projects integrating AI and mechanical engineering principles.

Contact

EmailGitHubLinkedIn
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