Skip to content
~/avishake
cd ../projects

avishake/nexscout

NexScout.

Always-on autonomous job-application agent

Agents & MCPLLMs
NexScout cover

model card · description

An autonomous agent that discovers jobs, scores them against a profile, tailors a LaTeX resume and cover letter per application, and applies via browser automation in a crash-resilient autopilot loop. The whole pipeline is also exposed as an MCP server, and every LLM prompt is spec-locked by tests.

●now: shipping healthcare AI at Minion Technologies●latest commit: Tone Sphere (2 Oct 2026)●183★ across 33 open-source repos●5 publications · 10 citations●based in Kolkata, working with the world●press ~ to open the terminal●auto-synced 4 Oct 2026