Production Operations
Systems currently running in production, handling daily heavy-duty operations for businesses.
E-Commerce Automation Engine
Python · Docker · Supabase · APIs · Spreadsheets
Orchestrates order processing, token management, and chat delivery for high-volume Shopee stores. Running 24/7.
AI-Powered WhatsApp HR Operations
n8n (Self-Hosted) · WAHA (WhatsApp API) · AI Agents · Google Sheets
Automated daily reporting and attendance system via WhatsApp. Validates data in real-time and updates central web dashboards without manual input.
Real-Time Monitoring & Alert System
n8n · Python · Termux · TTS · WA Groups · Email
Protects revenue, customer satisfaction, and operation by instantly alerting staff (Voice + Text) about stockouts, expired products, and deleted listings. Zero missed critical events.
Large-Scale Social Data Pipeline
Apify · n8n · Google Workspaces
Scalable scraping infrastructure executing 1000+ extraction jobs per run. Orchestrates proxy rotation and data cleaning automatically.
WhatsApp Order Extractor
n8n · AI Agents · Sheets API · WAHA (Whatsapp API)
Parses unstructured order text from WhatsApp messages and inserts clean, structured data into fulfillment spreadsheets, eliminating entry errors.
Innovation Lab
Cutting-edge R&D projects exploring the future of AI interaction and autonomous agents.
Autonomous Voice Receptionist
Twilio · AI Agents · n8n
Voice AI capable of holding natural phone conversations, routing calls, and handling inquiries without human intervention.
Context-Aware Internal VA
n8n · AI Agents · RAG · Vector DB
Internal assistant that understands company context. It routes requests (IT, HR, Reports) and answers questions using a knowledge base.