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franceto/README.md

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About me

I'm Franceto (ANH PHAP TO), an IT student interested in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, NLP, and Retrieval-Augmented Generation.


  • End-to-End Data Pipeline Mastery: Proficient in the complete data lifecycle, including automated collection, exploratory data analysis (EDA), and high-precision labeling for specialized datasets.
  • Model Engineering & Optimization: Expert in developing robust architectures and fine-tuning hyperparameters to maximize performance across diverse tasks.
  • Imbalanced Data Expertise: Skilled in mitigating data distribution challenges through advanced preprocessing, strategic re-sampling, and data augmentation techniques.
  • Advanced Research Interests: Deeply engaged in the study of CNN, Vision Transformers (ViT), Ensemble Learning, Fuzzy Integrals, and the implementation of RAG frameworks using Large Language Models (LLMs).

Tech Stack


                                                   


Featured Projects

🚦 RAG Traffic Law

Vietnamese traffic law question-answering system using Retrieval-Augmented Generation.


Tech: Python, RAG, Vector Database, LLM, Web Demo

🛰️ AI Ensemble Research

Multi-model Vision Transformer ensemble experiments with fuzzy integral methods.


Tech: PyTorch, timm, ViT, Choquet, Sugeno

🎙️ Vietnamese ASR

Vietnamese automatic speech recognition using CTC-based deep learning models.


Tech: PyTorch, BiLSTM, CTC, DeepSpeech2

♻️ EcoScan_Waste

This project sorts organic/recyclable waste using the Resnet-50 model, with a simple web demo.


Tech: Python, CNN, Web Demo

GitHub Stats



Connect with me

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  1. YOLOv26-VietNam-Traffic-Sign YOLOv26-VietNam-Traffic-Sign Public

    Vietnam Traffic Sign Detection using YOLO26n (Ultralytics) with a Streamlit demo for image/video inference (54 classes, Roboflow dataset)

    Jupyter Notebook 4

  2. APP-EcoScan-Waste APP-EcoScan-Waste Public

    AI waste classifier powered by ResNet50 | Organic vs Recyclable detection

    CSS 3

  3. RAG-VietNam-Traffic-Law RAG-VietNam-Traffic-Law Public

    Legal-safe RAG chatbot for Vietnamese traffic penalty Q&A based on Decree 168/2024/ND-CP, using FastAPI, BM25, evidence filtering, and a lightweight web UI.

    HTML 3

  4. Fuzzy-Ensemble-Learning-Otoscopy Fuzzy-Ensemble-Learning-Otoscopy Public

    Ensemble of 6 Vision Transformers (Swin-T, DeiT-S, CoaT-S, ViT-B/16, BEiT-B, MaxViT-T) with Fuzzy Integral (Choquet & Sugeno) for Oto-Endoscopic Image Classification

    Jupyter Notebook 1