From Scratch

Surf Chat Bot

Surf Chat Bot is an AI-powered assistant designed for surfers, providing real-time weather, ocean, and surf-related insights. It operates across web, Telegram, and Instagram platforms, offering features such as live beach discovery and location-based surf information.

Industry:AI & Chatbots
Duration:Approx. 2 months
Team Size:1 members
Our Role:Full-Stack AI Developer

Project Overview

Surf Chat Bot was built to help surfers quickly access surf conditions, weather updates, and ocean-related information through an AI-driven conversational interface. The bot supports multiple platforms, allowing users to interact via web, Telegram, or Instagram. It integrates live weather APIs, public beach camera feeds, and Google Maps to provide location-aware surf insights. The project focused on delivering a functional MVP that combines AI intelligence with real-time data sources.

Quick Facts

Client
Internal Company Project – Woyce Technologies
Timeline
2023
Technologies
React.jsTailwind CSSNode.jsMongoDB

Project Timeline

Learning and implementing an AI-powered chatbot using LLM APIs while integrating multiple real-time data sources and platforms

This project marked the first practical implementation of an AI chatbot using LLM APIs, requiring learning prompt design and AI response handling. Additional complexity came from integrating weather, mapping, and messaging APIs while maintaining consistent behavior across platforms.

Learning and implementing LLM APIs
Designing effective AI prompts
Integrating multiple external APIs
Multi-platform deployment and consistency
Handling live data sources

Hands-on learning and rapid prototyping with real-world AI integrations

Challenges were addressed through experimentation and rapid prototyping, starting with small AI integrations and gradually expanding features. APIs were integrated incrementally and tested across platforms to ensure reliability and consistency.

Architecture Overview

A Node.js backend orchestrates AI responses, external APIs, and platform-specific bot logic. MongoDB supports basic data storage, while cloud infrastructure enables scalable deployment.

Our Approach

Designed chatbot flows and surf-related use cases
Integrated LLM APIs for conversational intelligence
Connected weather and ocean data APIs
Integrated Google Maps for location discovery
Built web chatbot interface
Developed Telegram and Instagram bots
Implemented live beach camera feed linking
Tested and refined multi-platform behavior

Results & Impact

On Time
MVP Delivery
MVP delivered within planned timeline
Multi-platform
Platform Support
Multi-platform chatbot deployment
Successful
AI Integration
Successful AI and live data integration
Stable
Stability
Stable operation across platforms

Key Outcomes

End-to-end AI chatbot built from scratch
Practical application of LLM APIs
Real-world surf and location insights delivered
Reusable chatbot architecture established

Technical Stack

Frontend

React.jsTailwind CSS

Backend

Node.js

Database

MongoDB

Infrastructure

AWS

Integrations

OpenAI / LLM APIsTelegram Bot APIInstagram APIGoogle Maps APIWeather APIs