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Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

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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. weatherClassification weatherClassification Public

    Classifies weather conditions — fog/smog, rain, and sandstorm — from images using two classical ML pipelines: an unsupervised K-Means approach that bootstraps into a supervised SVM, and an iterativ…

    Python

  2. dataVisualizationPerception dataVisualizationPerception Public

    Forked from cs4804-24c/final

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

    JavaScript

  3. wpi-mira wpi-mira Public

    Forked from fastly/wpi-mira

    A real-time BGP anomaly detector that streams live routing updates via RIPE NCC's RIS Live WebSocket feed, applies two custom outlier-detection algorithms (BLT-MAD and ShakeAlert) over a sliding ti…

    Go

  4. ai-job-market ai-job-market Public

    Data analysis project exploring how AI and automation are reshaping the US job market. The "Automation Paradox" shows that the workers most at risk from automation are also the least equipped to a…

    Python

  5. night-to-day-imgConversion night-to-day-imgConversion Public

    A U-Net pipeline that transforms low-light and night-time photos into daylight-quality images, iterated across four model versions  with a live Gradio demo and Docker-packaged inference.

    Python

  6. blogAI blogAI Public

    Paste an article URL + your rough notes → get a blog post draft and LinkedIn post in your voice. Built with Gradio, Qwen 2.5 7B, and a Telegram bot for mobile capture. Live on HuggingFace Spaces.

    Python