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
Stereo Vision
Stereo Vision
Computer Vision 3D Reconstruction Depth Estimation
Cancer Detector
End-to-end pipeline for multi-class segmentation and classification on prostate MRI data.
  • Config-driven modular architecture with layered YAML composition
  • Full HPC/SLURM support with sweep/grid search and auto model promotion
  • Research runner orchestrating data import through inference
View on GitHub
Deep Learning Medical Imaging MRI Segmentation
MCP Airflow
MCP server for Apache Airflow 2.5 focused on ops monitoring and debugging via Claude Desktop.
  • 50+ tools covering DAGs, runs, tasks, logs, variables, connections, and pools
  • Read-only mode for safe production monitoring
  • Direct HTTP calls with stdio/SSE transport for AI-assisted operations
View on GitHub
MCP Airflow DevOps
Polarize
Agent-native CLI that discovers compute-heavy pandas operations and validates their Polars conversions.
  • AST-based discovery with compute-weight ranking (loop-aware, impact-sorted)
  • Validates correctness and benchmarks time/memory improvement
  • Structured JSON output designed for autonomous agent loops
View on GitHub
Python Pandas-to-Polars Agent Tools
Event Inventory
Event-driven inventory sync replacing daily batch pulls with near-real-time Shopify webhook updates.
  • Shopify webhooks → FastAPI → Kafka (KRaft) → PostgreSQL pipeline
  • Idempotent & order-safe with partition-keyed Kafka messages
  • Fully containerized with mock webhook generator for local testing
View on GitHub
Kafka Event-Driven Shopify
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.