Got it — if you want a good project to jump into, here are solid, scoped options you can start today. Pick one and I’ll spin up a day-by-day plan and starter repo structure.
Quick wins (1 week)
- Meeting note auto-summarizer
Script that ingests transcripts/notes and outputs action items + owners. Done when: 90% precision on action items over 10 sample meetings.
- Email/DM triage ruleset
Lightweight rules (no API needed) that tag/route messages; exportable as a checklist. Done when: average response time drops by 20% in a pilot.
Portfolio builders (2–4 weeks)
- Customer feedback analyzer
Pipeline to cluster themes from feedback (CSV/Google Form) and a small dashboard. Done when: top 5 themes explain ≥80% of comments.
- Internal search mini-bot
Local RAG over a folder of PDFs/Docs with a simple chat UI. Done when: answers include source citations and pass 10 spot checks.
- Operational KPI cockpit
A clean, single-page dashboard (weekly cadence) with 5 metrics + alert rules. Done when: alerts fire only on meaningful deviations.
Creative/impact (1–3 weeks)
- Public-data story
Pick a dataset (e.g., city mobility, energy, education), craft a narrative + interactive viz. Done when: publish a shareable post with insights and code.
- Onboarding in a box
30-minute “starter kit”: checklist, glossary, FAQ, and a one-page “how we ship.” Done when: a new person completes it without asking for help.
- Sustainability tracker
Track office/home energy use with targets; simple tracker + monthly report. Done when: baseline + first reduction plan documented.
Stretch/techy (3–6 weeks)
- Smart backlog groomer
Scores issues by impact/effort using a simple heuristic + historical outcomes. Done when: next-sprint picks improve lead time by 10%.
- Data quality sentinel
Monitors a dataset for drift/anomalies; nightly checks + Slack/email alerts. Done when: catches seeded anomalies with <5% false positives.
Tell me which one sounds fun (or your field/tools), and I’ll deliver a concrete scope: milestones, timeline, success metrics, and a starter task list.