Karthik S

Staff Engineer, Galactic Hitchhiker

skarthikc@gmail.com · GitHub · LinkedIn

EdgeLab

Engineering docs: docs.edgelab.one

EdgeLab is an autonomous trading-research platform: a Go API, a Python engine, React, Kubernetes with Terraform, PostgreSQL with TimescaleDB and pgvector, RabbitMQ. Its research agents are typed Pydantic AI agents with bounded retries, including an adversarial skeptic that kills weak theses; an evaluation suite fails any agent output that cites a figure absent from the source data; and a Knowledge Bank returns cited excerpts from trading books and papers through hybrid retrieval. The engineering site shows how it is built, evaluated and operated: follow a bar, a research idea, an eval or a portfolio mutation through the system.

Built with

Go Chi Python Pydantic AI React Kubernetes Terraform PostgreSQL TimescaleDB pgvector RabbitMQ MinIO