Francis Natus M.

Communities & Experiences

Groups I belong to, and tracks or roles I am actively going through — select a section below.

Experiences

Programs, challenges, and roles.

Nanodegree Program — AWS Agent Engineer

Ongoing

Since 4 Aug 2026 · Udacity × AWS AI & ML Scholars

Udacity × AWS AI & ML Scholars track for production-style agentic systems on AWS — prompting, RAG, tools, memory, and multi-agent orchestration with Bedrock.

  • Future AWS Agent Engineer track — build and orchestrate agents on AWS
  • Hands-on work with agent workflows, tools/APIs, and multi-agent patterns
  • Selected among 4,500 learners from up to ~100,000 in the Scholars challenge phase

Kaggle — ARC-AGI-2

Ongoing

Since Mar 2026

Joined ARC-AGI-2 on Kaggle to practice novel-reasoning tasks — pattern induction from minimal examples.

  • Active on the ARC-AGI-2 benchmark since March 2026
  • Focus on building reasoning skill: rules from few shots, adaptation, generalization

Vocal Bridge — 7-Day Voice AI Builder Challenge

Completed

23–30 Jun 2026 · DeepLearning.AI × Vocal Bridge

Week-long voice escalation build for a coding assistant — ranked #3 of 38 builders (Top 8%).

  • Designed and shipped a voice escalation skill under a hard deadline
  • Demoed agent behavior alongside the Vocal Bridge Nate agent

GenAI Academy World Wide Vibes Hackathon

Completed

Mar 2026 · Montgomery, AL (remote build)

Two-week civic GenAI hackathon — shipped MGM Assist for Montgomery with live dashboards and a Claude assistant.

  • Built under hackathon pressure for a real city use case
  • Four civic dashboards + Claude-powered Q&A on city data
  • Certified participant — GenAI Academy World Wide Vibes