REPOSITORY_DOSSIER:ACTIVE

orbitair

FULL_NAME: Suraj-codes1410/orbitair

View GitHub Repository

METADATA_SPECIFICATION

Description

ORBITAIR — AI-Powered AQI Forecasting with TimescaleDB geospatial indexing.

Engine Classifications

Backend EngineeringFrontend DevelopmentFull Stack DevelopmentAI EngineeringData EngineeringOpen Source

Topics & Tags

fastapitimescaledbreactleafletmachine-learning

PRIMARY_LANGUAGE:

Python

STARS_COUNT:

FORKS_COUNT:

HOMEPAGE_URL:None declared

README_DOCUMENTATION_PREVIEW

LIVE_DATA

ORBITAIR — AI-Powered AQI Forecasting

A geospatial forecasting platform that indexes satellite and local sensor data to predict air quality.

## Features
* Geospatial Ingestion: Integrates NASA TEMPO satellite and EPA/OpenAQ sensor feeds.
* High-Volume Time-Series: Backed by TimescaleDB hypertables.
* Explainable AI Dashboard: Beautiful React map rendering pollution forecasts.

EXTENSION_SLOT: AGENTIC_COMPATIBILITYThis raw README stream is exposed inside the portfolio. In Phase 4, the ORACLE system will build vector embeddings of these markdown nodes to permit natural language queries on repository codebase contexts.

DETERMINISTIC_REPOSITORIES_INTELLIGENCE

STATIC_ANALYSIS

PROJECT_TYPE:Data Ingestion Pipeline

PROJECT_CATEGORY:AI & Data Engineering

ARCHITECTURE_PATTERN:Backend API + Analytics Dashboard

COMMUNICATION:

HTTP/REST

DATA_LAYER:

TimescaleDB

REPOSITORY_COMPLEXITY:

ADVANCED(13/15 PTS)

TECHNOLOGY_COUNT

High(3/3 PTS)

Detected 6 distinct technologies: FastAPI, React, TimescaleDB, Leaflet, Machine Learning, Python.
Polyglot environment with high framework density.

ARCHITECTURE_COMPLEXITY

High(3/3 PTS)

Architecture pattern classified as: Backend API + Analytics Dashboard.
Distributed topology requiring service isolation and coordination.

INFRASTRUCTURE_COMPLEXITY

Medium(2/3 PTS)

Identified infrastructure components: TimescaleDB.
Utilizes structured databases or indexing caches requiring storage configuration.

SERVICE_COUNT

High(3/3 PTS)

Identified 4 system services: Frontend User Interface, Backend API Server, Storage Database, Background Processing Worker.
Multi-layered application stack with independent runtime processes.

INTEGRATION_COUNT

Medium(2/3 PTS)

Identified 1 integrations: External Satellite Sensor feed ingestion.
Standard backend API interface or basic database connection.

STRUCTURED_TECHNOLOGY_PROFILE:

Backend

FastAPI

Frontend

React

Database

TimescaleDB

Visualization

Leaflet

AI / ML

Machine Learning

CORE_ARCHITECTURAL_CONCEPTS:

Time-Series Geospatial Partitioning

COMPLEXITY_INDICATORS:

Polyglot Tech Stack IngestionVERIFIED

Geospatial Hypertable ScalingVERIFIED

REPO_ACTIVITY_METRIC:HIGH

EXTENSION_SLOT: NEURAL_COMPLEXITY_SCANDeterministic telemetry matched successfully. In Phase 4, the ORACLE core will query active model channels to run structural AST analyses and estimate total developer hours.

Repository Insights

RELATED_PROJECTS_KG:

ORBITAIR — AI-Powered AQI Forecasting

RELATED_SKILLS_KG:

Machine LearningPython

RELATED_TECHNOLOGIES_KG:

ReactTimescaleDBFastAPILeaflet

Datetime Telemetry

CREATED_ON:March 20, 2025 at 02:00 PM

LAST_PUSH_UPDATED:June 15, 2026 at 06:00 PM

ORACLE_DIALOGUE_PORTAL

ONLINE

Local CLI Console

SHOW_DETAILS:multiverse repo show orbitair

CLONE_REPOSITORY:multiverse repo clone orbitair