Automated Crypto Data Pipeline
A full-stack data engineering project demonstrating an end-to-end automated ETL pipeline.
Market Analytics
Top 5 Assets Performance (%)
Relative performance rebased to 0% at the start of the period. Comparing BNB, USDT, ETH, XRP, BTC.
Market Capitalization
Top 5 assets by market cap (Billions USD).
Architecture & Data Flow
1
Extract & Transform(Python)
Fetches real-time data from API using Python requests library. Cleans, normalizes nested JSON, and adds timestamps using Pandas DataFrames.
2
Load (Neon Postgres)
Upserts processed data into Serverless PostgreSQL via SQLAlchemy engine.
3
Automate (GitHub Actions)
Orchestrates the pipeline to run daily via scheduled Cron jobs (Serverless CI/CD).
4
Visualize (Next.js and Recharts)
Displays live and historical data using a Next.js frontend and Recharts with dynamic Server Components.
Live Market Data (DB)
● Live Connection| Rank | Asset | Price (USD) | Market Cap | Updated (UTC) |
|---|---|---|---|---|
| #1 | BitcoinBTC | $68,803.00 | $1,374B | 3/27/2026, 1:13:34 AM |
| #2 | EthereumETH | $2,067.70 | $249B | 3/27/2026, 1:13:34 AM |
| #3 | TetherUSDT | $0.9994 | $184B | 3/27/2026, 1:13:34 AM |
| #4 | BNBBNB | $629.26 | $86B | 3/27/2026, 1:13:34 AM |
| #5 | XRPXRP | $1.36 | $83B | 3/27/2026, 1:13:34 AM |
| #6 | USDCUSDC | $0.9998 | $78B | 3/27/2026, 1:13:34 AM |
| #7 | SolanaSOL | $86.56 | $50B | 3/27/2026, 1:13:34 AM |
| #8 | TRONTRX | $0.3108 | $29B | 3/27/2026, 1:13:34 AM |
| #9 | Lido Staked EtherSTETH | $2,240.59 | $21B | 2/4/2026, 1:02:01 AM |
| #10 | Figure HelocFIGR_HELOC | $1.02 | $16B | 3/27/2026, 1:13:34 AM |
| #11 | DogecoinDOGE | $0.09208 | $14B | 3/27/2026, 1:13:34 AM |
| #12 | USDSUSDS | $0.9997 | $11B | 3/27/2026, 1:13:34 AM |
| #13 | WhiteBIT CoinWBT | $52.82 | $11B | 3/27/2026, 1:13:34 AM |
| #14 | Wrapped stETHWSTETH | $2,742.38 | $10B | 2/4/2026, 1:02:01 AM |
| #15 | CardanoADA | $0.2545 | $9B | 3/27/2026, 1:13:34 AM |
| #16 | Bitcoin CashBCH | $463.57 | $9B | 3/27/2026, 1:13:34 AM |
| #17 | HyperliquidHYPE | $38.92 | $9B | 3/27/2026, 1:13:34 AM |
| #18 | Wrapped BitcoinWBTC | $75,650.00 | $9B | 2/4/2026, 1:02:01 AM |
| #19 | Binance Bridged USDT (BNB Smart Chain)BSC-USD | $0.9982 | $9B | 2/4/2026, 1:02:01 AM |
| #20 | Wrapped eETHWEETH | $2,938.44 | $9B | 1/31/2026, 1:00:12 AM |
| #21 | LEO TokenLEO | $9.53 | $9B | 3/27/2026, 1:13:34 AM |
| #22 | Wrapped Beacon ETHWBETH | $2,437.66 | $8B | 2/4/2026, 1:02:01 AM |
| #23 | ChainlinkLINK | $8.93 | $6B | 3/27/2026, 1:13:34 AM |
| #24 | MoneroXMR | $329.62 | $6B | 3/27/2026, 1:13:34 AM |
| #25 | Ethena USDeUSDE | $0.9991 | $6B | 3/27/2026, 1:13:34 AM |
| #26 | StellarXLM | $0.1733 | $6B | 3/27/2026, 1:13:34 AM |
| #27 | CantonCC | $0.1466 | $6B | 3/24/2026, 1:03:33 AM |