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Jaedon Munton

Building search engines, AI pipelines, and things that go fast

Working on ⫍‍⌕‍⫎

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About

Software engineer with a background in economics — obsessed with search, retrieval systems, and backend infrastructure. I design pipelines that actually ship, figure out why things are slow, and iterate to make them faster. Increasingly writing Rust and want to work closer to the metal.

  • Founder of Flux Search — freshness-first semantic search engine for devs and agents
  • Previously: built production agentic AI and investor-startup matching at Evvolve & Partners; agentic datasheet search at ChipHub (Nvidia Inception); credential platform at Certie (Oxford University Innovation); VC scouting tools at YAS Investments
  • Economics background with a lean towards systems, networks, and data.

Stack

Languages

picking up

Infra & Backend

Frontend

Data & ML

Tools


Interests

  • Semantic search & retrieval — hybrid pipelines, re-ranking, freshness, HNSW graphs
  • Fast backend architecture — making pipelines go brrr
  • Systems programming — Go and Rust for things that need to be fast and correct
  • Econometrics — DiD, network analysis, measurement in tech
  • Finance — venture, macro, equities
  • Languages — English, German

most of my work has lived in private repos — that's changing

Big node, little node - Distributed ML inference across a desktop RTX 3060 and a Raspberry Pi 4B, connected with Ray.
XNV - Interactive XML navigator and filter with XPath-like queries. cargo install xnv / brew install xnv
Strike CLI - CLI tool for fast AI inference via Groq-hosted models, built as a formula and concept lookup.
Realms - Converts images into point clouds using a Facebook ML model. Built at Nvidia GTC.

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