python script to read component information for the research paper, "Aegis: A Framework to Detect Compromised Components in the Supply Chain of Information Technology Infrastructure."

An AI-powered coaching assistant for supply chain analysts. Uses industry best practice papers, PDF ingestion, and retrieval-augmented generation (RAG) with Streamlit UI to help analysts structure problem-solving under pressure

KPI-driven analysis using SQL/Python to optimize a fuel dispatch fleet and reduce operational costs by $240 per delivery.

Generate X12 856 ASN with hierarchical HL loops + GS1 SSCC-18 labels from JSON/CSV orders. Includes cartonization + CLI + full test suite.

Developed a data-driven hospital inventory management system using Python. The project analyzes medical stock and patient data to calculate optimal reorder points, preventing medicine shortages and reducing waste.

AI-powered supply chain optimization project combining MILP and neural network extensions for efficient bicycle production and inventory utilization.

Quick ETA regression demo for logistics; swap in real data; try XGBoost & quantile loss.

Python tool for merging SPDX SBOM files with intelligent deduplication and relationship preservation

A blockchain-based supply chain tracker using Ethereum, Solidity, and Web3.py for immutable event logging and transparency.

Score de criticidade para materiais — integra engenharia, lead time, custo e cobertura de estoque.

OSPAC - Open Source Policy as Code

Python CLI tool to upload SPDX documents to Cisco Corona platform. Features modular architecture, 90%+ test coverage, Docker support, and GitHub Actions integration.

Python-based blockchain prototype for transparent and tamper-proof order tracking across distributed offices. Demonstrates data integrity, accountability, and collaboration in logistics operations.

This project helps reduce walking time in warehouses using a Python tool that simulates picking routes. Users can test strategies like wave picking and clustering on a 2D layout to find the most efficient method.

Interactive AI Forecasting & Staffing Planner | Machine Learning for Workforce Management

tools developed while undertaking supply chain education

AI-powered demand forecasting for small food businesses. Analyzed 2 years of real bakery data from Wichita Falls, TX. Achieved 30% waste reduction through Prophet time series + GPT-4 hybrid system. FastAPI + Streamlit.

Supply Chain BOM optimizer and AI Predictor

🔐 自动扫描和清理 GitHub Actions 中的恶意 workflow 文件 | 日志加密 | API 智能重试 | 多格式报告 | Webhook 通知