Phase 1 rewarded the learning. Phase 2 rewarded the build.
A few months back, I joined AI Seekho 2026 (
#VibeKaregaPakistan) by Google for Developers and it turned into one of the most hands-on AI-building experiences I've had.
Phase 1: Completed the GenAI/LLM/AI Agents learning track and built an AI application → earned Silver Tier swag.
Phase 2: Took it further at the physical hackathon and built Flowtica an AI-orchestrated service marketplace, and walked away with a certificate.
Here's what Flowtica actually does:
Instead of searching, filtering, and messaging providers manually, a customer just says:
"I need a plumber near me for a leaking pipe tomorrow."
The system takes it from there:
→ Extracts intent + details (service, location, urgency)
→ Retrieves real providers using RAG + ChromaDB (not AI-generated guesses)
→ Routes the request through specialized agents (intent, retrieval, service, communication)
→ Creates an actual booking in MongoDB — backend confirms every state, AI never assumes
→ Updates both customer and provider in real-time via
Socket.IO
→ Manages the full lifecycle: request → confirmation → completion → feedback
The hardest part wasn't getting an LLM to respond. It was making sure the AI's words matched real backend state no fake "booking confirmed" messages unless MongoDB actually created it.
Stack: Gemini · Multi-Agent Orchestration · RAG/ChromaDB · MongoDB · Flask ·
Socket.IO · React Native
Grateful for the experience, the swag, and mostly — for the chance to build something that goes beyond a chatbot into an actual working business workflow.
Demo video in comments 👇
#AISeekho2026 #VibeKaregaPakistan #GenerativeAI