iot-telemetry

An ultra-fast, memory-efficient streaming telemetry analytics pipeline built with Polars and DuckDB, featuring out-of-core aggregations and real-time anomaly detection benchmarks.

CATALYST is An intelligent in-cabin co-pilot for CAT heavy machinery combining real-time safety telemetry, task workflows, and ML-powered task duration estimation.

Autonomous Hydraulic Telemetry & Plumber Voice Dispatch Engine — Hazen-Williams head loss solver, leak diagnostics & WebRTC intake.

Interactive global container logistics & maritime IoT command center powered by Google Gemini AI and Zero-Trust telemetry.

Implementación física integral (Full-Stack IoT) para la digitalización concurrente y visualización telemétrica de campos electromagnéticos en equipos TMS, erradicando la latencia secuencial.

AI-based early warning & landslide risk monitoring system in NER (MDoNER PS 26001). 95.89% recall ML pipeline, DLHI index & Leaflet GIS dashboard.

💧 Plataforma de resiliencia hídrica urbana, inteligencia territorial SIG, extracción somera frugal, tratamiento 80/20 POU y telemetría regulada para Tijuana.

An enterprise-grade, hardware-optimized timeseries database compression engine in Rust. Achieves a 21.5% compression ratio (40% smaller than GZIP) on 2M+ rows, while offering 10x-250x faster block-level random-access queries ($O(1)$ seeks) using Double-Delta and Gorilla float XOR codecs. C-FFI compatible.

Enterprise IoT telemetry gateway built with Spring Boot, Apache Kafka, Docker, Terraform, and H2. Processes real-time sensor data using Kafka producers and consumers, detects critical alerts, and stores telemetry events.

Pinpoints the machines driving factory downtime and the roles driving pay inequality — pandas, SciPy

This repository contains comprehensive, Python-based SCADA control framework designed for the Seattle Space Needle's Otis Gen360 double-deck elevator modernization.

Production-grade, decoupled IoT telemetry streaming pipeline ingesting sensor data via Kafka, filtering anomalies with PySpark, orchestrating via Mage AI, and modeling in Snowflake with dbt.

Smart Rental Tracking System — Caterpillar dealer dashboard for real-time fleet telemetry, anomaly detection, demand forecasting, and rental lifecycle management.

Low-latency real-time fleet telemetry pipeline. Ingests, validates, and statefully aggregates (sliding event-time windows) vehicle diagnostics under 148ms. Features Kafka buffers, PyFlink stream-processing, S3 checkpoints, and Redis active cache serving. Handles 50k events/sec with custom watermark handling, and schema validation gates.

ESP32 with AWS IoT Core integration built with ESP-IDF. Includes secure certificate provisioning, MQTT telemetry, power monitoring (INA3221), and smart parking barrier control logic

Urban Water Leakage & Loss Detection Intelligence System with Real-Time IoT Telemetry, Z-Score Anomaly Engine, GIS Choropleth Mapping, and Dual-Corroborated Citizen Dispatch

Industrial IoT predictive maintenance engine forecasting cold-chain thermal excursions with 81.5% calibrated quantile prediction intervals & physics-informed rolling features.

Enterprise-grade Event-Driven Architecture (EDA) for maritime logistics. Built with AWS CDK, Node.js, and React. Features Hybrid Compute (Lambda/Docker), Polyglot Persistence (DynamoDB/RDS), Zero-Trust Security via Cognito, and 100% Test Coverage.

Blynk 2.0 Cloud IoT servo actuator framework with bidirectional Virtual Pin telemetry and auto-reconnect

Next-Gen Software Engineering & AI Studio platform. Engineered with Next.js 14, WebGL 3D Shaders, GSAP Cinematic Animations, Cult UI & Tailwind CSS.