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raresanea057-alt/README.md

Rares Anea

11th grade · Vaslui, Romania

LinkedIn GitHub Python PyTorch C++

Competitive AI/ML · NLP Research · Olympiad contestant

🏆 Competitions

Competition Scope Result
ROAI 2026 - Selection Camp Qualifier (IX-XII) 🇷🇴 Romania Top 10 nationally
ROAI 2026 - Selection Camp GPU Round (IX-XII) 🇷🇴 Romania · invite-only Top 13 nationally
ROAI 2026 - Selection Camp CPU Round (IX-XII) 🇷🇴 Romania · invite-only Top 15 nationally
ROAI 2026 - Selection Camp Theory (IX-XII) 🇷🇴 Romania · invite-only Top 17 nationally
ROAI 2026 - National Stage (XI-XII) 🇷🇴 Romania · invite-only Top 20 nationally
ONIA 2026 - National Stage (XI-XII) 🇷🇴 Romania · invite-only Top 30 nationally
ONIA 2025 - National Stage (IX-XII) 🇷🇴 Romania · invite-only Top 50 nationally

🔬 Projects

HistRoNER - Historical Romanian NER Benchmark

Extends HistNERo (Avram et al., 2024) with a BiLSTM model + rule-based post-processing, benchmarked against Romanian BERT on 5 entity types in historical text.

Model Params F1
BiLSTM-NER + casing + rules ~2M 0.44

Python PyTorch HuggingFace

🛠 Skills

ML - Classical algorithms for Classification/Regression · Unsupervised Learning
DL - Optimization techniques · Recurrent Neural Networks · Transformers · Fine-tuning
NLP - NER · Text Classification · Embeddings
CV - Image Segmentation · Object Detection · Image Classification
Computer Languages - Python · C++
Languages I speak - Romanian · English · Learning French

Popular repositories Loading

  1. raresanea057-alt raresanea057-alt Public

    2

  2. HistRoNER HistRoNER Public

    HistRoNER — Historical Romanian Named Entity Recognition Benchmark A benchmark comparing BiLSTM and fine-tuned BERT-based models for Named Entity Recognition on historical Romanian text from the pe…

    Jupyter Notebook 1

  3. League-of-Legends-LEC-Match-Predictor League-of-Legends-LEC-Match-Predictor Public

    A machine learning model that predicts the outcome of LEC (EMEA Championship) matches before they are played. Predictions are made using only information available before the game starts - with no …

    Jupyter Notebook 1

  4. -Pixel-Diagnosis---Semantic-Segmentation -Pixel-Diagnosis---Semantic-Segmentation Public

    Semantic segmentation task from the Selection Camp Simulation 2 on (https://judge.nitro-ai.org), part of the Romanian national selection process for international AI olympiads.

    Jupyter Notebook 1

  5. PostureAI PostureAI Public

    Real-time posture detection via webcam — built with Python & MediaPipe

    Jupyter Notebook 1