Case study: 24/7 crypto market-data daemon. Bybit, Binance, Hyperliquid, news ingestion, TimescaleDB
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Jul 24, 2026 - Python
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Case study: 24/7 crypto market-data daemon. Bybit, Binance, Hyperliquid, news ingestion, TimescaleDB
Temporal RESNet predicting WDC stock open
Содержит consumer kafka и Django приложение для предоставления API. Потребляет сообщения из kafka, записывает их в TimescaleDB, в кэш Redis и отправляет по redis pubsub в realtime-backend.
AI-powered API performance analysis platform for anomaly detection, distributed tracing, and LLM-based incident explanation to help teams quickly detect and understand performance issues.
Real-time microservice anomaly detection with live SHAP attributions and Gemini-generated structured incident reports.
FastAPI service composing analyst-model and analyst-agent behind a single HTTP interface
Gerçek Zamanlı OEE (Toplam Ekipman Etkinliği) İzleme ve Analiz Platformu — FastAPI, TimescaleDB, ECharts, WebSocket & Docker
A cli tool to visualise how multiple clients connection to a timescaledb instance can impact query performance.
Svelte demo using ORM with TimescaleDB and FastAPI
Telemetry ingestion and threshold evaluation for PlaceBrain - Kafka in, TimescaleDB out
Production robo-advisory platform: 6 microservices on AWS ECS Fargate, Claude-powered RAG advisor, FinBERT sentiment analysis, Modern Portfolio Theory risk engine, full CI/CD via GitHub Actions.
Real-time game-telemetry anomaly detection: 11k+ events/sec streaming pipeline, hybrid statistical + ML detectors, multi-tenant SaaS with a live ops console.
Distributed IoT platform using dual ESP32-CAM nodes to correlate home network health (latency, signal strength, rogue devices) with physical motion events - FastAPI backend, JWT auth, TimescaleDB, Dockerized deployment.
AI-powered algorithmic trading platform — market data, strategy builder, event-driven backtester, paper trading, and an AI copilot. FastAPI + Next.js + TimescaleDB. Live demo.
My new backend with full API, socket and database capabilities - Hosted on an Ubuntu server
Heliosnet ground-system data plane: telemetry generation, streaming ingestion, time-series storage, anomaly detection, and a query/metering API.
A robust, automated ETL pipeline built with Apache Airflow 3 designed to fetch, validate, and store market data for high-liquidity equity options.
Standalone Python MQTT subscriber that routes topic-filtered messages into PostgresSQL ingest functions.
Dockerized digital twin of a battery R&D lab — 16 cyclers × 32 channels, hardware-level safety, hot/cold telemetry storage, chaos-tested.
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