Portfolio.exe

Fraction of my work that can be shared. Happy to share my work. Feel free to reach out to me if you need any assistance or have any questions.

Drone Vision
Drone Vision DEMO
Advanced drone vision system with trajectory planning, object detection, and visual SLAM.
Computer Vision ROS2 SLAM
3D Reconstruction
3D Reconstruction Demo
Advanced 3D reconstruction system for creating detailed digital models.
Computer Vision 3D Modeling SfM
Job Agent
Job Agent Interface
Multi-agent job application assistant that helps users create tailored cover letters.
  • Designed to help my network generate cover letters quickly
  • Guided by role requirements and company context
Multi-Agent Front: Vite&ReAct Back: FastAPI
MLOps & Tuning
MLOps & Tuning
  • Fully Open source-based full MLOps (Version, feature control)
  • Hyper parameter tuning with experiment tracking
MLOps Model Tuning Experiment Tracking
Stereo Vision
Stereo Vision
Computer Vision 3D Reconstruction Depth Estimation
Stock Forecast
Stock Forecast
Stock price forecasting system with automated data pipelines and ensemble modeling. Full-stack (Vite&React + FastAPI) with minimal code structure. DuckDB for local speed.
Forecasting Finance Time Series

II. More Source Codes

CV Ops
Operations and utilities for computer vision applications.

View on GitHub
Charuco Calib
Tool for calibrating stereo camera systems using Charuco boards.

View on GitHub

III. Publications

Master Thesis
Deep Learning-Based Semiautomatic Generation of HD maps from Aerial Imagery
Deep Learning HD Maps Aerial Imagery
Deep Aerial Mapper
Research paper on advanced aerial mapping techniques using deep learning.

View Paper
Research Computer Vision arXiv

IV. Learning

  1. Camera Parameter
  2. Point Cloud Library
  3. 3D Reconstruction
  4. Color and Illumination
  5. Feature extraction
  6. Plant nutrient deficiency
  7. Public Leaf dataset
  8. Plant biology
  9. ROS2, Udemy
  10. Advanced C++, Coursera
  11. Data Structure
  12. Airflow, Udemy
  13. Open3d
  14. Elixir, Phoenix
Working in the field
I enjoy working close to the field and clients.