🚚 ❄️ 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
Offline-first polar expedition logistics and asset management system for planning, cargo tracking, route optimization, personnel management, and emergency response.
A curated list of technologies, platforms, standards, and tools for managing temperature-controlled supply chains across food, pharmaceuticals, and perishable goods.
Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.
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
Autonomous Global Supply Chain, Maritime Freight & Multi-Modal Logistics Operating System: MD-VRPTW, 3D Bin Packing, Bullwhip Suppressor, Zermelo Navigation, Cold-Chain Arrhenius Governor, Drone-Van FSTSP, and Network Resilience
Cellular IoT cold-chain monitor for pharmaceutical shipments — nRF9160, LTE-M/NB-IoT, Zephyr, AWS IoT Core
Interactive global container logistics & maritime IoT command center powered by Google Gemini AI and Zero-Trust telemetry.
VeriTrace telemetry service in Go: MQTT ingestion, Kafka streaming, TimescaleDB storage, cold-chain breach detection, and WebSocket notifications.
Temperature-excursion disposition agent for pharma cold chain, built on a structured Sanity content model and Sanity Context MCP (Sanity Challenge 2026)
Agentic retail & cold-chain field ops: shelf photos and fridge telemetry in, reviewed decisions out. FastAPI + Next.js, Claude agents with guardrails, evals in CI, Langfuse traces.
AI agent for cold-chain handover temperature excursion evidence reconciliation, built with Agentic Star.
Project home for VeriTrace: multi-tenant GS1 supply chain traceability with real-time cold-chain monitoring and blockchain-anchored verification. Docs, roadmap, decisions, and workspace tooling.
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