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do one thing at a time
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do one thing at a time
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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

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nmhongtram/README.md

Hi, I'm Tram 👋

Multimodal AI · Research & Engineering

I work on vision-language models, video understanding, and AI systems —
from research experiments and evaluation to deployment.

Portfolio · LinkedIn · Email

Multimodal AI VLM and Video Understanding Research and Engineering

🔬 Current focus

  • Multimodal & Vision-Language Learning
  • Video / Temporal Understanding
  • Action-centric & Embodied Intelligence
  • Reliable evaluation and applied AI systems

🛠️ Tech

Python PyTorch Hugging Face FastAPI PostgreSQL Docker

Currently exploring how multimodal models can better understand actions, time, and interaction.

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  1. gnn-surgical-understanding gnn-surgical-understanding Public

    Graph Reasoning for Visual Question Answering in Laparoscopic Scene Understanding

    Jupyter Notebook 3

  2. air-quality-forecasting air-quality-forecasting Public

    Real-time Air Quality Forecasting System using Deep Learning and Docker

    Jupyter Notebook 2

  3. tiktok-sentiment-analysis tiktok-sentiment-analysis Public

    Analyze Vietnamese TikTok content and comments about sunscreen brands using NLP and big data techniques.

    Jupyter Notebook 3

  4. blood-transport-optimization blood-transport-optimization Public

    Hybrid evolutionary approach for multi-objective optimization in a real-life transportation problem

    Jupyter Notebook 2