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tyakovenko/README.md

Hi, I'm Taya!

Junior ML Engineer with a strong Mathematics and Computer Science foundation, building Python-based ML workflows from data preparation to evaluation and reporting. Hands-on experience with LLM fine-tuning (LoRA/QLoRA) for credit risk, anomaly detection in network traffic, and an ongoing computer vision project for ROI identification. Comfortable working in Agile teams and translating noisy datasets into reliable, explainable model insights.

Check out my full portfolio here!

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  1. generateImgs generateImgs Public

    Modify the number of convolution layers to improve image generation performance on simple and complex datasets

    Python

  2. vaeEncoders vaeEncoders Public

    modifying vae encoders to improve image generation

    Jupyter Notebook

  3. weatherClassification weatherClassification Public

    Use unsupervised and semi-supervised learning algorithms to clasify weather images

    Python

  4. dataVisualizationPerception dataVisualizationPerception Public

    Forked from cs4804-24c/final

    A study comparing how various method of visualization affect user perception of numerical data

    JavaScript

  5. queryEfficiencyStudy queryEfficiencyStudy Public

    Analyze the efficiency of standardadized sql queries on different systems

    Python

  6. wpi-mira wpi-mira Public

    Forked from fastly/wpi-mira

    connect to routeviews data and monitor any of the incoming changes

    Go