GS / ML SYSTEMS
STATUS: LIVE ENV: PROD BUILD: STABLE

Driven by Data

Gilberto Silva|Machine Learning Engineer / Data Systems

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Projects

Deployed systems, running in real-time.

Market Pulse

COLD START

BTCUSDT trade events streamed through Redpanda, normalized, persisted, and served live via SSE.

FastAPI Redpanda Postgres SSE
Route /app/market-pulse
Pipeline ingest → stream → normalize → serve
Footprint sampled ticks / light mode
Latency real-time
Price --
Last Tick Age --

Reddit Sentiment Pulse

COLD START

Cross-subreddit post/comment ingestion, sentiment scoring, rollups, and live SSE feed for market-aware signal tracking.

FastAPI Redpanda Postgres SSE
Route /app/reddit-sentiment
Pipeline ingest → stream → score → aggregate → serve
Latest Avg Sentiment --
Latest 1m Volume --
Last Message Age --

Unisaude

LIVE

Healthcare directory and data product focused on discovery, structure, and practical digital growth.

Product Directory Data Growth
Route unisaude.pt
Focus healthcare discovery
Role data product / platform
Status live external site

Built with FastAPI, Postgres, Redpanda, and too much curiosity.