300,000+ skilled trades jobs sit unfilled in Canada. The workers exist. The demand exists. The infrastructure connecting them is completely broken.
Every AI hiring tool in existence was built for HR departments, for people with LinkedIn profiles, polished resumes, and keyword-optimized PDFs.
Nobody built anything for Carlos.
Carlos is a Red Seal electrician with 20 years of experience. He's never written a resume. He doesn't have LinkedIn. He finds work through word of mouth and job site conversations.
WiseWorks was built for Carlos.
┌─────────────────────────────────────────────────────────┐
│ │
│ "I'm an electrician. 8 years. Red Seal certified. │
│ Residential work mostly. Based in Mississauga." │
│ │
│ ▼ 8 seconds later │
│ │
│ ✅ Profile created |
│ ✅ 5 matching jobs found |
│ ✅ 2 jobs flagged as underpaying you |
│ ✅ Resume generated & ready to download |
│ |
└─────────────────────────────────────────────────────────┘
🎙 VOICE ONBOARDING → Speak your experience. No typing. No forms.
💰 PAY FAIRNESS CHECK → Know if a job is lowballing you. Real market data.
🎯 AI JOB MATCHING → Moorcheh semantic search. Your skills → best jobs.
📋 CONTRACT EXPLAINER → Plain language. No lawyers needed.
💬 AI CHAT ASSISTANT → Ask anything. Get real answers.
📄 RESUME GENERATOR → Professional PDF. Downloaded in one click.
┌──────────────┬─────────────────────────────────────────┐
│ Layer │ Technology │
├──────────────┼─────────────────────────────────────────┤
│ Frontend │ React + Vite + Custom CSS │
│ Backend │ FastAPI (Python) │
│ Database │ SQLite + Moorcheh Vector Namespaces │
│ AI / RAG │ Moorcheh AI │
│ Voice STT │ ElevenLabs (primary) + Gemini (backup) │
│ Wage Data │ Canadian Labour Market Data 2025-2026 │
└──────────────┴─────────────────────────────────────────┘
Worker speaks into mic
│
▼
ElevenLabs STT converts speech → text transcript
│
▼
Structured profile saved → SQLite DB + Moorcheh worker-profiles
│
▼
Moorcheh semantic search → matches against job-postings namespace
│
▼
Moorcheh AI → generates recommendations, pay analysis, contract explanations
│
▼
React dashboard → personalized profile + downloadable resume
git clone https://github.com/rishabhworks/GenAIGenesis.git
cd GenAIGenesis
pip install -r requirements.txt
# Add your keys to .env
cp .env.example .env
# Fill in: MOORCHEH_API_KEY, ELEVENLABS_API_KEY, GEMINI_API_KEY
uvicorn app.main:app --reload --port 8000python load_jobs_database.py
python load_wage_data.py
python load_demo_database.pycd frontend
npm install
# Create .env.local
echo "VITE_API_BASE_URL=http://localhost:8000/api/v1" > .env.local
npm run dev🟢 Frontend runs on
http://localhost:3000🟢 Backend runs on
http://localhost:8000📖 API docs at
http://localhost:8000/docs
POST /api/v1/workers/manual-profile → Create worker profile
POST /api/v1/workers/transcribe → ElevenLabs STT
PUT /api/v1/workers/{id} → Update worker profile
POST /api/v1/chatbot/ask → AI chat assistant
GET /api/v1/chatbot/recommendations/{id} → Job recommendations
POST /api/v1/pay/direct-check → Pay fairness analysis
POST /api/v1/contracts/explain → Contract explanation
🎨 Google: Best AI for Community Impact
🛠️ Moorcheh AI: Best AI Application that Leverages Efficient Memory
Every other team in that building built for people like themselves — tech-savvy, English-fluent, resume-polished students.
We built for the guy who installs your drywall. The woman who fixes your pipes. The person who keeps the lights on.
AI should work for everyone. Not just people who already know how to use it.
Built in 36 hours at GenAI Genesis 2026 🇨🇦
For the trades workers who keep Canada running 🔧⚡🔩