🚚 ❄️ Quality Assurance for Cold Chain Networks using Blockchain and IoT with Optimal Routing
Professional-grade monitoring firmware for Raspberry Pi Pico W — temperature, humidity and pressure with TFT touch dashboard, embedded web UI, binary history, telemetry and OTA. Offline-first.
Agentic AI for Cold-Chain Sustainability: LSTM-Based Predictive Logistics
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-time cold chain anomaly detection for Indian logistics — Isolation Forest + LSTM, React + Node.js + Python microservice, live on Render
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
Techno-Commercial Feasibility of Climate-Isolated Solar BLDC Refrigeration Solutions
Interactive global container logistics & maritime IoT command center powered by Google Gemini AI and Zero-Trust telemetry.
Cellular IoT cold-chain monitor for pharmaceutical shipments — nRF9160, LTE-M/NB-IoT, Zephyr, AWS IoT Core
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.
Deterministic cold-chain excursion analysis and replay engine implemented in MoonBit
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.
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).
Blockchain-based provenance system for perishable goods using QR/OTP verification, SHA-256 document hashing, MongoDB, and anomaly detection.
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