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yslidet/README.md

Hello World, I'm Lidet!

πŸ‘©πŸ»β€πŸ”¬ Researcher by Head, πŸ‘©πŸ»β€πŸ’» Engineer by Heart and πŸ€“ Experimentor by Design.

πŸ” What I Do

I build intelligent systems that bridge research and real-world deployment, with a focus on:

  • Foundation & Generative AI
  • Vision & Perception Systems
  • Spatial Intelligence & Urban Analytics
  • Applied AI in Infrastructure & Healthcare

Open to opportunities in:
AI Researcher | Data Scientist | Applied AI Researcher

🧡 Weekend Projects

I explore the intersection of creativity and tech through hands-on projects, data experiments, and visual storytelling.

β†’ View More Side Projects

πŸ”Œ Plug-and-Play Guide

πŸ“‚ Featured Projects

πŸ”¬ Current Research Focus

Building a video-based gait recognition system, using deep learning, human tracking, and multi-modal video inputs in real-world environments.

Collaborating with AI Forum (Cambodia) and SEA-Lion (Singapore) to develop a Khmer Large Language Model, demonstrating the value of open Khmer data. Keywords: south-east asia language, Khmer, LLM, gemini, qwen

Synthetic mobility flow generation using GANs to support energy-efficient city planning.
Keywords: Geospatial AI, Time Series, Smart Cities, GANs, PySpark

High-resolution image enhancement and object detection for urban forestry and planning.
Keywords: SRGANs, Remote Sensing, Tree Mapping, Environmental Analytics

Indoor localization system using AI and IoT for dementia care, including patented innovations.
Keywords: Indoor Positioning, GANs, Real-Time Tracking, Assistive Tech, Healthcare AI

β†’ View All Projects β†’ View Research Profile

πŸ’¬ Connect with me:

LinkedIn GitHub ResearchGate


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πŸ“‡ Latest Blog Post

πŸ—‚ more blog posts...

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  1. Python-MultiProcess-MultiInput Python-MultiProcess-MultiInput Public

    Independent python scripts focusing on multithreading and parallel computing on python.

    Python

  2. lidetry-llm-playground-streamlit lidetry-llm-playground-streamlit Public

    Python 1

  3. LiDETry_Gemma LiDETry_Gemma Public

    Fine-tunning Gemma (pretrained from HuggingFace) witih LoRA. Adapt the code to run with CPU-only PC

    Python