Practitioner Signal
Wanci Nana
AI-powered career intelligence that structures and prices the advisory value of professionals with high-signal crossings — building the supply side of the expert economy.
Read the full submission & write-up on DevpostViewer’s Choice for the top three finalists. People’s Choice to celebrate all 14 builders who spent their weekend learning AI and shipping something real.
Voting closes May 14 at 12 PM ET.
Watch their demos, try their prototypes, and cast your vote for the project you believe deserves the Viewers’ Choice slot.
Wanci Nana
AI-powered career intelligence that structures and prices the advisory value of professionals with high-signal crossings — building the supply side of the expert economy.
Read the full submission & write-up on DevpostMichael Odubiyi
The network is the new resume — Cyrano helps professionals leverage and visualize their relationship graph for career opportunities.
Read the full submission & write-up on DevpostGenesis Smith
Clear access to resources and opportunities — designed to deliver calm, clear guidance during stressful moments for underserved communities navigating complex systems.
Read the full submission & write-up on DevpostOrder shuffled randomly to prevent bias. One vote per person.
Cast your vote for the project that inspired you most.
View all 14 projects on Devpost
Sydney Swain
AI-powered workforce development platform creating accessible career exposure gig opportunities at scale — connecting students with flexible, career-aligned projects.
Read the full submission & write-up on DevpostCamiel Irving
Legal support app for workers who believe they've been terminated illegally — stabilizes users, guides intake, and connects them with employment attorneys.
Read the full submission & write-up on DevpostMahlet Derege
AI-powered ACT prep tutor that provides personalized diagnostics, study plans, and on-demand lessons — making high-quality test prep accessible to students regardless of income.
Read the full submission & write-up on DevpostAdan Lopez Calderon
An AI mentor for the first 90 days at any new job — replaces generic onboarding with personalized guidance, people mapping, and post-meeting debriefs.
Read the full submission & write-up on DevpostFemi Brinson, Austin Hood
Closes the evidence gap in tenant disputes — helps renters document, organize, and present evidence when facing housing challenges.
Read the full submission & write-up on DevpostKai Millner
Gives buy-side interview candidates rigorous, firm-specific feedback on their stock pitches — with AI Portfolio Managers calibrated to seven different fund styles.
Read the full submission & write-up on DevpostSina Joy
AI-powered job offer scam detector — paste any recruiter message and get an instant risk rating, red flag breakdown, and response plan. Free, no login required.
Read the full submission & write-up on DevpostSolomon Lucas-Thornton, Kiowe "Obi" Smith
Helps people check suspicious official-looking messages before they click, pay, or share personal information — designed for older adults, immigrants, and digitally vulnerable users.
Read the full submission & write-up on DevpostChinwe Appio-Riley, Chidinma UkohaKalu
AI-powered event matching platform for small vendors — helps artisans and food vendors find the right pop-ups, markets, and festivals to grow their business.
Read the full submission & write-up on DevpostLaura Sandoval
Autonomous career agent that finds roles matching your seniority and compensation, tailors your resume, surfaces warm referrals, and delivers a ready-to-review package every morning.
Read the full submission & write-up on DevpostChris Daza, Simon Kidane, Vivi Jimenez, Memphis Cutchlow
AI-augmented memory companion that helps users capture, organize, and recall important information — turning scattered notes into a searchable second brain.
Read the full submission & write-up on DevpostOrder shuffled randomly. One People’s Choice vote per person.
All 14 submissions were evaluated against five criteria. The rubric below is what judges used to select the finalists.
Is the problem clear, real, and tied to one of the three prompts? Is there a specific target user who would use this on Monday morning?
What is the potential for monetization, social impact, or human impact — based on the number of users reached and value gained per person?
Compelling video walkthrough and clear written narrative. Does the demo respect the viewer's time? Does the writeup make the case in one read?
Functional, accessible app that delivers on the pitch. Can a judge use it on their own laptop without hand-holding?
Ability to support the app and operations through the business model — funding path, paying users, or measurable impact. Credibility over ambition.
WNCP AI partners with organizations to run internal AI sprints, community buildathons, and advisory engagements.