Audit tool to help investigate Python dependencies

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

ChainWise is an AI-driven fullstack platform designed to optimize supply chain operations for mid-to-large enterprises. Powered by autonomous AI agents, it monitors, predicts, and manages supply chain processes in real-time, reducing costs, minimizing delays, and improving transparency.

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.

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."

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

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.

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.

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

Scripts to do interesting things with GUAC

📦 Search for abandoned and deprecated python packages

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

NPM malware detection: A hands-on guide to spotting and stopping supply-chain attacks using real-world scanning scripts and IOC analysis.

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.

tools developed while undertaking supply chain education