About me
I am passionate about making life easier by leveraging AI to solve real-world problems and drive innovation. To achieve this, I am building a strong background in computer vision, NLP, and MLOps. So far, I have experience developing and deploying advanced AI solutions, including classification for images and videos, image segmentation, generative models, and recommendation systems.
As a researcher, I have focused on applying AI in healthcare, such as diagnosing visceral leishmaniasis and enhancing ocular toxoplasmosis diagnosis. I hold certifications from Google and IBM.
Most importantly, I am always looking for the next challenge to solve! :)
What i'm doing
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Pursuing a MSc. degree
I am pursuing a Master’s at TU Dresden, focusing on the theoretical and applied foundations of AI, with a specialization in Visual Computing for advanced computer vision and image processing applications.
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Working as a Machine Learning Engineer
My work includes optimizing pipelines, automating processes, and ensuring robust performance for real-world machine learning applications, leveraging Google Cloud Platform.
Skills
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Model Development
TensorFlow, PyTorch, Scikit-learn, Hugging Face, SpaCy
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MLOps
Google Cloud Platform, Docker, FastAPI, Git
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Data Modeling
Scikit-learn, PyTorch, OpenCV, spaCy, NLTK
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Programming
Python, C++, SQL
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Scientific Research & Experimentation
Research Design and Implementation, Data Analysis and Visualization
Testimonials
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Prof. Niraldo Farias
I am confident that Yanka’s skills of leadership, communication, analytical thinking and team work, along with her adaptability and initiative, would enhance your department’s endeavors to foster a collaborative and productive research environment.
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Prof. Aydano Machado
Yanka demonstrated maturity and a great sense of responsibility with the commitments assumed during her tutoring duties. She was collaborative and able to interact easily and didactically with the students in the courses, showing aptitude for organizing and presenting content/knowledge to others.
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Naelson Douglas
Yanka has some of the best characteristics a developer can have: she is curious, creative and SHE FEARS NOTHING! It was an awesome experience working alongside her!
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Paloma Lacerda
Yanka is highly dedicated and focused on her tasks, and she doesn't let adversities defeat her. I had the opportunity to work with her on several projects, ranging from the implementation of simple to more robust software, and in each of them, she always prioritizes quality in delivery. She stands out mainly for her ability to solve problems efficiently. I look forward to continuing to work on many other projects with her!
