Yukano

Yukano

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Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

program category Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Complementary post for Project - Program: Text-to-SQL SLM (Small Language Model)
Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

program category Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

Complementary post for Project - Program: Computer Vision MAT3562E
Nexar Dashcam Crash Prediction Challenge - Overview and Baseline Notebook

code category Nexar Dashcam Crash Prediction Challenge - Overview and Baseline Notebook

Overview of the Nexar Dashcam Crash Prediction Challenge on Kaggle. Brief review of the baseline notebook
Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

paper category Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

Complementary post for Project - Paper: Research Methodology MAT1204
An Introduction to Automatic Knowledge Graph Construction

technical category An Introduction to Automatic Knowledge Graph Construction

Brief Recap of Autonomous Knowledge Graph Construction, from traditional methodologies in NLP to LLM application
Yuk's Blog: 2024-2025 Retrospective

web category Yuk's Blog: 2024-2025 Retrospective

Complementary post for Project - Website: Yuk's Personal Blog

Featured

post category Awesome AI Legal Domain Vietnam

Review về Literature Landscape của AI trong lĩnh vực luật pháp Việt Nam
NEW #legal-ai
28/07/2025 47 Phút

technical category Ontology và Topology của Luật pháp Việt Nam cho Knowledge Graph

Tìm hiểu về hệ thống pháp luật tại Việt Nam với ví dụ và nghiên cứu thực tế - thiên hướng về ứng dụng Knowledge Graph
#knowledge-graph #chatbot #legal-ai
22/07/2025 35 Phút

technical category Drag-and-Drop LLMs: Breakthrough or Fluff in Finetuning?

A quick review of the paper: Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights - Liang et al., 2025
#paper-comprehension #lora #llm
02/07/2025 5 Min.

showcase category Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

Complementary post for Project - Program: Text-to-SQL SLM (Small Language Model)
#project #slm #qlora
27/06/2025 20 Min.

showcase category Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

Complementary post for Project - Paper: Research Methodology MAT1204
#project #llm #knowledge-graph #yuk-lore
02/05/2025 20 Min.

technical category An Introduction to Automatic Knowledge Graph Construction

Brief Recap of Autonomous Knowledge Graph Construction, from traditional methodologies in NLP to LLM application
#knowledge-graph #llm
22/03/2025 11 Min.

technical category Paper Comprehension: Proposal for a Logic-Driven Framework for LLMs

Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models - Eldessouky et al., 2025
#paper-comprehension #llm
25/02/2025 6 Min.

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Yuk (Yukano)

I'm an undergrad in Computer Science. Trying my best to move towards what I believe in. I like all things machine learning and AI, technical or philosophical. I'm always here if you want to reach out about anything.

Latest Updates

  • Looking for opportunities outside of school-internship, jobs, whatever fits 🏃‍♂️.
  • Added a bunch of new projects and their complementary post 👨‍💻.
  • New quick review for a recent paper 📃.

Work in Progress

  • Applying for a few internship 🏢.
  • Interested in learning Chinese/Japanese Seriously 🌎.
PROJECTS
Text-to-SQL SLM: Finetuning Gemma 3 with QLoRA

program category Program: Text-to-SQL SLM

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Traffic Collision Anticipation with Continuous Sliding Window Risk Prediction

program category Program: Com. Vision MAT3562E

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Automatic Knowledge Graph Construction with LLMs for Hybrid Retrieval and Chatbot Integration

paper category Paper: ResearchM. MAT1204

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Yuk's Blog: 2024-2025 Retrospective

web category Website: Yuk's Personal Blog

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Ứng dụng các phương pháp học máy trong chủ đề đánh giá sức khỏe tâm lý

paper category Báo cáo: Học máy MAT3533

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Program: MNIST Workshop

program category Program: MNIST Workshop

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Program: Gomoku Bot

program category Program: Gomoku Bot

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Program: Chess Game

program category Program: Chess Game

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