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Achievement: QuickdrawAchievement: Pull Sharkx2

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Achievement: QuickdrawAchievement: Pull Sharkx2

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@NeuroCrushers @Aillustrate

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anna-marshalova/README.md

👋Hi there

I'm Anna Marshalova:

  • AI Researcher & Developer at MTS AI
  • ML, DL and NLP enthusiast
  • ITMO student and NSU graduate.

💡Projects

Name Description Time Status
💼CV Enhancer AI-powered CV enhancer. Team project Dec 2023 ✅
🚦Trafiic sign detection Detection of traffic signs with YOLO on the RTSD dataset. Team project Nov 2023 ✅
🎨Aillustrate Image generation pipeline with automatic prompt-engineering using LLM (Mistral) + Stable Diffusion for an AI presentation maker. Team project Sept 2023 - Jan 2024 ✅
🏆Bootcamp hackathon Service for image generation which requires no prompt-engineering. Uses LLM (Llama 2) + Stable Diffusion. Team project for AI Talent Hub Bootcamp Hackathon (video) Sept 2023 ✅
📝Spell corrector and HTML annotator Automatic spelling corrector and HTML annotator for Russian. Team project. First prize on a hackathon Sept 2023 ✅
🤸‍♂️Fall detection A simple model for detecting people who have fallen down. SHIFT CFT project Jul 2023 ✅
🍋Squeezy Text simplifier based on fine-tuned T5 model Apr - Jun 2023 ✅
🤖TERMinator: aspects Tool for automatic aspect extraction from Russian scientific texts based on fine-tuned BERT model (paper) Sept 2021 - Jun 2023 ✅
🛒Ecom item classification Classification of items from KazanExpress into categories Mar 2023 ✅
🪂Para.planner A web-planner for students, made using Django Feb - Dec 2021 ✅

🤓Courses

Name Description Time Status
🖼Generative models course Deep generative models course at AI Talent Hub, ITMO Feb - May 2024 ✅
🎬RecSys course Recommendation system course at AI Talent Hub, ITMO Nov - Dec 2023 ✅
📚Data-centric AI course Data-centric AI course at AI Talent Hub, ITMO Nov - Dec 2023 ✅
🗜Model compression course Team project at AI Talent Hub, ITMO, exploring diffent methods of model compression Sept - Oct 2023 ✅
🦜Mlcourse.ai Open Machine Learning Course from ODS since June 2023 ✅
😊NLP course NLP course at NSU: sentiment analysis with TF-IDF + logreg and CNN + fastText Sept - Dec 2021 ✅

Sorry, some repos of the running projects are currently private :(

Pinned Loading

  1. Aillustrate/aillustrate Aillustrate/aillustrate Public

    image generation without prompt-engineering

    Jupyter Notebook 1

  2. text_simplifier text_simplifier Public

    Telegram bot for text simplification

    Jupyter Notebook

  3. automatic-aspect-extraction-from-scientific-texts automatic-aspect-extraction-from-scientific-texts Public

    A tool for automatic information extraction from Russian scientific texts

    Python 3

  4. aspect-extraction-experiments aspect-extraction-experiments Public

    A system for automatic information extraction from Russian scientific texts

    Python

  5. NLP-hack/html_text_cleaner NLP-hack/html_text_cleaner Public

    Jupyter Notebook

  6. RecoService RecoService Public

    Forked from feldlime/RecoServiceTemplate

    Jupyter Notebook