Image and Telemetry decoder for some amateurs satellites (geoscan, sputnix platforms...)
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Updated
Oct 14, 2026 - Python
Image and Telemetry decoder for some amateurs satellites (geoscan, sputnix platforms...)
OXI is an user-friendly graphical tool for labeling multivariate time series data
AI testbed for mission-critical software optimization using telemetry, ML, and Bayesian tuning (SmallSat 2025)
GPU-accelerated system for anomaly detection in satellite telemetry using Deep Learning & LLMs.
I built a C++ pipeline for ingesting and monitoring telemetry.
Perigee — plain-language anomaly triage for spacecraft telemetry. A time-series language model (OpenTSLM SP · Llama-3.2-3B) fine-tuned on ESA satellite data, with an honest baseline comparison that the classical model wins.
An enterprise-grade, 5-state DAG orchestrator (INIT → PLAN → EXECUTE → REVIEW → TERMINATE) & multi-agent AI swarm (Groq + CrewAI) for real-time satellite fleet telemetry, live NORAD TLE orbital physics, Supabase cloud persistence, and a glassmorphic mission control UI.
🛰️ Every anomaly claims innocence. OrbitGuard cross-examines it.
A Streamlit dashboard that simulates satellite telemetry data, detects anomalous subsystem behavior using machine learning, and generates mission-readiness assessments with a local or optional LLM-powered AI Mission Analyst.
AI-powered satellite telemetry anomaly detection using Random Forest and physics-based safety rules.
Physics-based Atmospheric Temperature Retrieval Pipeline for GNSS Radio Occultation (COSMIC-2) implementing Inverse Abel Transform and Hydrostatic Integration to derive thermodynamic profiles from satellite bending angles.
LSTM autoencoder + LLM interpretation for anomaly detection in OPS-SAT CubeSat telemetry — AUC-ROC 0.899 on the OPSSAT-AD benchmark
Hybrid satellite telemetry anomaly detection: 100K readings, 5 NASA/ESA fault modes, recurrence-plot CV, 0.91 F1
Anomaly Detection for Satellite Telemetry on a ground station
An open-source telemetry bridge and CI regression runner for OpenC3 COSMOS v5. Decommunicates JSON-RPC telemetry streams into typed Python and Go structs with automated limit-state assertions and declarative YAML acceptance tests, allowing ground teams to verify satellite telemetry pipelines in CI without physical hardware.
微小卫星遥测异常检测 + RAG 可解释诊断 | Isolation Forest × BGE-M3 × FAISS × DeepSeek | SegF1 0.5882→0.6281, 误报 20→0
SMED and other anomaly detectors benchmarked on the ESA Anomaly Detection Benchmark (ESA-ADB)
Label-free cross-mission anomaly detection for spacecraft telemetry on the ESA Anomaly Detection Benchmark (ESA-ADB)
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