Portfolio
Our development works and client success stories
AI-Powered Learning Management System
An online learning platform powered by AI. Integrates HLS video streaming, rich text editor, learning progress tracking, and certificate issuance. The admin dashboard provides course creation, user management, and drag & drop curriculum design.
- HLS video streaming for course content delivery
- AI-powered automatic learning progress tracking
- Drag & drop curriculum design in admin dashboard
Enterprise Workflow Automation Platform
A multi-step workflow automation platform integrating multiple AI providers. Enterprise-grade infrastructure with scheduled execution, conditional branching, and error handling with retries.
- Multi-AI provider support (OpenAI, Claude, Gemini)
- Scheduled execution and multi-step workflows
- Enterprise-grade error handling and retries
AI Recruitment Analytics Platform
A recruitment analytics platform integrating automated job posting collection, AI-powered data extraction and structuring, and competitive analysis. Enables real-time recruitment market analysis.
- AI-powered automated job data collection and structuring
- Real-time competitive recruitment trend analysis
- Async batch processing for large-scale data
Subscription-Based Next-Gen LMS
A next-generation subscription-based learning management system with RAG (Retrieval Augmented Generation) and advanced assessment capabilities. Admin panel provides user/subscription management and email campaigns.
- High-precision content search via RAG
- Automated subscription billing and management
- Email campaign delivery
AI Workflow Integration Platform
Integration platform for Dify AI workflows. Seamlessly embeds AI workflows into business systems through MCP (Model Context Protocol) support, JWT authentication, and webhook integration.
- Native integration with Dify AI workflows
- MCP protocol support
- Secure connections via JWT auth and webhooks
MCP Server & RAG Search Engine
A Model Context Protocol compliant JSON-RPC 2.0 server and high-precision RAG search engine. Core infrastructure for LLM agents to securely access internal data.
- MCP-compliant JSON-RPC 2.0 server
- High-precision RAG with vector search
- Secure integration with LLM agents
ABM Marketing Platform
An AI-powered Account-Based Marketing platform integrating video processing, email campaign automation, and target account analysis.
- AI-powered target account analysis
- Video processing with AWS MediaConvert
- Automated email campaigns with analytics
Career Development Dashboard
An admin dashboard where AI assists employee career path design. Accelerates organizational talent development through skill mapping, goal setting, and AI recommendations.
- AI-powered career path recommendations
- Skill gap analysis and goal setting support
- Japanese text processing for precise analysis
Job Data Collection Crawler
A crawler system that automatically extracts structured data from multiple job sites. Builds a high-quality job database through data cleansing and normalization.
- Automated scraping of multiple job sites
- Data structuring and normalization pipeline
- Scheduled execution with automatic error recovery
Infrastructure Monitoring & Security Analysis
A Prometheus-based infrastructure monitoring dashboard and AI-powered security document analysis tool. Integrates real-time AWS EC2 metrics monitoring with security assessment.
- Real-time metrics monitoring with Prometheus
- AI-powered security document analysis
- Unified AWS EC2 instance management
AI-Powered Accounting System
A cloud accounting system with RAG-based journal entry suggestions. Integrates 25+ modules (journal entries, invoices, expense reports, inventory management, etc.) with Stripe payment support. Multi-tenant and multilingual.
- AI journal entry suggestions via RAG
- 25+ integrated business modules
- Stripe payments and multi-tenant support
Multi-Tenant Business Management Platform
A multi-tenant business platform integrating OKR management, knowledge base, AI chat, and daily/weekly report management. Centralizes cross-organizational information sharing and goal tracking.
- OKR management and progress tracking
- AI chat-powered knowledge search
- Automated daily/weekly report aggregation
Video Content Management & Streaming Platform
A video content management platform leveraging HLS streaming and AWS MediaConvert. Streamlines video content production and delivery with AI transcription, automatic chapter generation, and multi-tenant support.
- HLS streaming with AWS MediaConvert encoding
- AI-powered transcription and chapter generation
- Multi-tenant video management
Major Automotive Parts Manufacturer — 60% Faster Translation
Thai translation of automotive manuals was slow and costly. Introduced JpThai's AI + expert translator hybrid workflow with centralized terminology.
- 60% reduction in translation delivery time
- 40% annual cost savings
- Unified AWS EC2 instance management
TSE Prime Listed HR Company — 80% Less Admin Hours
Managing 200+ freelancers with spreadsheets caused contract omissions and payment delays. Deployed Tralio for AI-powered automation.
- Management hours reduced from 40 to 8 hours/month
- Contract errors reduced to zero
- Stripe payment & multi-tenant support
Japanese Startup — Onboarding 67% Faster
Internal knowledge was scattered, slowing new employee onboarding. Built a RAG system to make knowledge AI-searchable.
- Onboarding reduced from 3 months to 1 month
- AI chat knowledge search
- Automated daily / weekly report aggregation
Major Education Provider — Completion Rate 45%→78%
Needed to move in-person training online but existing LMS lacked video and AI capabilities. Built an AI-powered LMS.
- Course completion rate improved from 45% to 78%
- Training content production time reduced 50%
- Multi-tenant video management
Global Logistics Company — 70% Processing Time Reduction
Warehouse management, dispatching, and invoicing were all manual. Built an AI workflow automation platform.
- 70% reduction in processing time
- Monthly human errors reduced to nearly zero
Mid-Size Accounting Firm — 65% Faster Journal Entry
Manual journal entry for 200 clients caused 100+ hours monthly overtime. Built an AI accounting system with RAG-powered suggestions.
- 65% reduction in journal entry time
- Peak season overtime under 20 hours/month
Major Staffing Agency — Automated Analysis Reports
Manual recruitment market analysis took 20 hours/week. Built an AI recruitment analytics platform.
- 20 hours/week reduced to 2 hours
- Data coverage expanded 3x
Video Streaming Startup — 2 Weeks→3 Days Lead Time
Video content production took 2 weeks per video with manual subtitles as bottleneck. Integrated HLS streaming with AI transcription.
- Publication lead time from 2 weeks to 3 days
- AI subtitle accuracy over 95%
Global Logistics Company — 70% reduction in operational time
Warehouse management, dispatch, and billing processing were all manual, causing chronic human errors and overtime. We built an AI workflow automation platform.
- 70% reduction in operational time
- Near-zero monthly human errors
Mid-Size Accounting Firm — 65% reduction in journal entry time
200 client journal entries were processed manually, generating over 100 hours of overtime per month during busy seasons. We built a RAG-based AI journal suggestion system.
- 65% reduction in journal entry time
- Busy-season overtime cut below 20h/month
Major HR Agency — Automated analytics report generation
Manual analysis of recruitment market trends took 20 hours per week from data collection to report generation. We built an AI recruitment analytics platform.
- 20h/week → 2h/week
- Data coverage tripled
Video Streaming Startup — Release lead time from 2 weeks to 3 days
Producing each video took 2 weeks, with manual subtitle and chapter creation as the bottleneck. We integrated HLS streaming infrastructure with AI transcription.
- Video lead time reduced from 2 weeks to 3 days
- AI subtitle accuracy above 95%
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