Kota Tamaki
AI Automation Specialist building fast, reliable workflows.
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AI-Powered Video Automation Workflow Build
I recently developed a fully-automated video generation workflow using Make and multiple AI models (Gemini, GPT, Imagen, etc.).
The goal was to significantly reduce manual work for content creators by turning script generation, image creation, and video assembly into an end-to-end automated process.
What I implemented:
• Automated script generation
• AI-based image generation
• Video sequence construction
• Error detection and workflow debugging
• Template system for fast reuse and scalability
This system allowed the client to cut hours of manual work and operate with a stable, repeatable automation pipeline.
Skills:
AI Automation, Make.com (http://Make.com), Workflow Design, Video Automation, API Integration
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Automated Blog Content Pipeline with AI Research Integration
I built a complete blog content automation pipeline that takes a topic as input and produces a publish-ready article.
The workflow combines structured research, AI-assisted writing, SEO optimization, and formatting into a streamlined automated system.
What I implemented:
• Automated topic research and outline generation
• SEO keyword extraction and optimization
• Article drafting with AI
• Google Docs / Notion publishing automation
• Error handling and workflow debugging
This pipeline reduces article creation time from several hours to under ten minutes while maintaining consistent quality.
Skills:
AI Writing Automation, Make.com (http://Make.com), Research Automation, SEO Optimization, Workflow Engineering
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Multi-step Automation for CRM Data Processing
I developed an automation workflow to clean, classify, and enrich CRM data automatically.
The system ensures accuracy across large datasets and helps teams eliminate repetitive manual tasks.
What I implemented:
• Automated data cleaning and normalization
• Duplicate detection and record merging
• AI-based classification and tagging
• Integration with Google Sheets and Notion
• Daily scheduled sync and reporting
Teams can now maintain clean CRM data without manual processing, improving operational efficiency and data reliability.
Skills:
Data Automation, AI Classification, Google Sheets Automation, CRM Optimization, Make.com (http://Make.com)
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AI-Powered Error Debugging & Workflow Stabilization
I recently completed a project focused on diagnosing and stabilizing unstable automation workflows.
By analyzing system logs and AI outputs, I identified root causes and redesigned critical logic steps.
What I implemented:
• AI-assisted error diagnosis
• Workflow mapping and bottleneck detection
• Logic restructuring for reliability
• Automated alerts and fallback handling
• Documentation of best practices and templates
This dramatically reduced workflow failures and provided the client with a scalable, reusable automation structure.
Skills:
Workflow Debugging, Automation Reliability, Error Detection, Make.com (http://Make.com), System Optimization
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