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/business-meet — AI Networking Platform

Business Meet

An AI-powered networking and travel platform connecting professionals, travelers, and local communities through intelligent matching and real-time engagement — with AI-based recommendations for profiles, connections, meetings, and minutes of meeting.

Client
Business Meet (Internal)
Timeframe
14 weeks · 2025
Role
Full-stack & AI Engineering
Outcome
Intelligent professional matching
Business Meet Hero
/the_stack

Engineered for connection.

An AI-driven matching engine on top of a scalable microservice backbone, delivering real-time updates, interactive maps, and live dashboard synchronization.

React Native
Cross-platform mobile app
TypeScript
Type-safe engineering
GPT-4o-mini
AI matching engine
Vector Search
Semantic similarity
Node.js
Microservices core
Socket.IO
Real-time sync
WhatsApp API
Instant notifications
Redis
Live presence & queues
AWS
Cloud infrastructure
Docker
Containerization
/the_roi

Tangible impact.

From first recommendation to signed-off minutes, Business Meet compresses the entire networking lifecycle into one intelligent flow.

92%
Match Relevance

Vector-search powered recommendations users actually accept and act on.

<1s
Page Loads

Modern frontend architecture delivers near-instant, fluid interactions.

10 min
Saved per meeting

Automatic minutes of meeting eliminate manual note-taking and follow-ups.

2 Channels
Notification Reach

Scalable microservices deliver email and WhatsApp updates in real time.

/the_problem

Networking is random.

Professionals traveling to new cities and events waste hours on cold outreach and irrelevant introductions. Discovering the right people — by field, interest, destination, and timing — is left entirely to chance, and meeting outcomes evaporate without structured follow-up.

/the_solution

Intelligence-driven serendipity.

We built an AI traveler-matching engine using GPT-4o-mini and vector search that connects users on destination, interests, and travel dates. Field-aware recommendations surface profiles, connections, and meetings, while AI-generated minutes of meeting and microservice-based email and WhatsApp notifications keep every conversation moving.

Professional networking
01 — Matching

AI-ranked professional recommendations

Traveler engagement
02 — Travel

Destination and date aware connections

/interface

Product in action.

Fast, fluid interfaces with real-time updates, interactive maps, and live dashboard sync.

Smart Matching
Screen 01

Smart Matching

GPT-4o-mini and vector search analyze industry, interests, destination, and travel dates to surface the professionals you should actually meet.

Live Map & Meetings
Screen 02

Live Map & Meetings

Interactive maps with real-time presence let travelers and locals find nearby professionals, schedule meetings, and join community events instantly.

Live Map & Meetings
AI Minutes of Meeting
Screen 03

AI Minutes of Meeting

After each meeting the platform generates structured minutes, action items, and follow-up recommendations — synced live to your dashboard.

AI Minutes of Meeting
/intelligence

Intelligence layers.

Every surface of the platform is powered by AI recommendations working in concert.

Profile Recommendations

Field-aware AI suggests the most relevant professionals to your goals and industry.

Smart Connections

Vector search matches on destination, interests, and travel dates for high-signal intros.

Meeting Suggestions

AI proposes when, where, and with whom to meet based on shared context and availability.

AI Minutes of Meeting

Structured MoMs with action items generated automatically after every meeting.

Live Maps & Dashboards

Interactive maps and real-time dashboard synchronization keep engagement live.

Multi-channel Alerts

Scalable microservices push email and WhatsApp notifications the moment things change.

/the_workflow

How we built it.

01
STEP_01

AI Matching Engine

GPT-4o-mini enriches profiles into embeddings; vector search ranks candidates by destination, interests, and travel dates.

02
STEP_02

Responsive Frontend

Modern component architecture with optimistic updates and streaming data delivers near-instant page loads and smooth interactions.

03
STEP_03

Real-time Microservices

Event-driven notification services for email and WhatsApp, with Socket.IO powering live maps and dashboard synchronization.

Initialize // Connection

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