A full-stack analytics platform I architected and shipped in-house: automated data aggregation, AI-curated insight engines, and fine-tuned agentic workflows that turn raw platform events into decision-ready reports.
What was built
Data OTF & harvesting engine: real-time ingestion of platform, campaign, and behavioral events.
Agentic analysis layer: LLM workflows that summarize, detect anomalies, and draft operational reports.
Dashboard & reporting surface: live dashboards for leadership with automated monthly operational reports.
Outcome
Replaced manual weekly reporting with automated pipelines — cutting reporting turnaround from days to minutes while the platform scaled to 100K+ users at 99.99% uptime.
Stack
Python, FastAPI, Node.js, PostgreSQL, Redis, LLM APIs, Kubernetes on GCP.
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Posted Aug 28, 2026
Full-stack agentic analytics platform: automated data aggregation, AI-curated insights, and self-service reporting for 100K+ users.