🚚 ❄️ Quality Assurance for Cold Chain Networks using Blockchain and IoT with Optimal Routing

Integrated Monitoring and Telemetry System for Raspberry Pi Pico W

Stream fleet, customs, rail, and carrier telemetry/metadata as unified low latency event spans.

A curated list of technologies, platforms, standards, and tools for managing temperature-controlled supply chains across food, pharmaceuticals, and perishable goods.

Real-world warehouse route optimizer — 4 thermal zones, OR-Tools TSP, cold chain constraints, wave picking & forklift system. Built with Python & Streamlit.

DFMA checklist for cold chain | critical spares & food products | reliability, safety, cost-efficient design

Republic Polytechnic - E355 Cold Chain Management

Compliance-first engineering reference and Python automation patterns for pharmaceutical cold chain temperature monitoring — FDA 21 CFR Part 11, EU GDP, ALCOA+ data integrity.

Cold chain QA plugin for Claude Code / Cowork

🧊 Edge cold-chain guardian: sub-ms local reflexes + Qwen cloud brain, offline-graceful, tamper-evident audit chain · Qwen Cloud hackathon (Track 5)

Raspberry Pi-based cold chain and power monitoring system. Tracks fridge temperature and power stability at the edge, stores data locally, serves a live dashboard, and triggers automated alerts via n8n.

Price physical fragility, mint moral-hazard-bounded instruments, and clear them into a tradable index — one engine, two domain adapters (cold-chain curtailment + robot-fleet orphaning).

Open-source ML anomaly detection for biomedical time-series data. Seven detectors from 3-sigma to IsolationForest with feature engineering. F1=0.619, AUC-PR=0.610.

Transparent cold-chain telemetry anomaly monitoring with human-reviewed incident response

APIs for Trane Technologies

Home Assistant custom integration for SensoredLife MarCELL cellular temperature/humidity/power monitors and SPuck sub-probes via the cloud API