Real Systems.
Real Results.

From AI-native SaaS to IoT fleet management to enterprise robotics — these are the systems we've designed, built, and shipped.

AI / SaaS

AI-Powered Brand-Creator Collaboration Platform

Problem

Brand-creator partnerships drowned in chaotic email threads, lost deal terms, inconsistent communication, and manual contract assembly.

Solution

Built an AI-native SaaS platform that brought order to the entire collaboration lifecycle.

Highlights

  • Fine-tuning pipeline trains brand-specific communication models from real email history
  • RAG with vector embeddings for context-aware on-brand reply suggestions
  • AI "Skill Architect" extracts behavioral profiles from email threads into compressed skill files
  • Automated contract generation from negotiation data with e-signature integration
Stack
React Django PostgreSQL OpenAI Anthropic Cloudflare R2
IoT / Edge

IoT Fleet Management — Automated Service Kiosks

Problem

100+ autonomous kiosks across Indonesia needed a Command Center.

Solution

Architected cloud infrastructure for real-time fleet management.

Highlights

  • Real-time telemetry, KPI aggregation, machine health monitoring, stock tracking
  • AWS IoT Greengrass for persistent edge-to-cloud device connections
  • OpenClaw reporter agents monitoring device health autonomously
  • Fleet-wide geospatial mapping and revenue analytics
Stack
React Node.js PostgreSQL AWS IoT Greengrass Leaflet Recharts
Honda / Robotics

Cloud-Native Remote Device Management

Problem

Honda needed cloud infrastructure for a globally distributed robot fleet.

Solution

Full remote management — zero on-site intervention required.

Highlights

  • Admin web app + mobile commissioning app (iPad) + cloud backend + on-device interface
  • Team of 8 engineers over 12 months
  • Halved on-site technical staff, enabled unlimited partner scaling
Stack
Node.js React AWS WebSockets REST API Bluetooth Wi-Fi ZEROCONF
Honda / Automation

Automated Content Pipeline & Deployment

Problem

Content creation, moderation, and deployment for Honda's robot fleet needed streamlining.

Solution

From design to device — no manual intervention.

Highlights

  • Crowdsourced content creation with role-based workflows
  • Automated build pipeline packaging content and deploying directly to devices
  • Designers, moderators, and device managers each with their own workflow
Stack
React Node.js AWS CloudFront S3 Lambda DynamoDB Cognito Pipeline