Key Expertise
Experience
6+ years
Timezone
CET (UTC +1)
Skills
AI / ML
Languages
Databases
Infrastructure
Frameworks
Integrations & Protocols
Overview
Built a sophisticated personal productivity automation system based on a Multi-Agent Architecture to streamline tasks and professional collaboration. The system integrates with Google Workspace, Jira, Zoom, and Confluence to provide unified task management, automated scheduling, and intelligent email triage. A Supervisor Agent orchestrates specialized sub-agents that autonomously handle complex workflows like research and meeting coordination while maintaining human-in-the-loop security.
Achievements
• Reduced operational costs and LLM token consumption by 40–60% through a custom multi-layer caching infrastructure • Reclaimed an estimated 10–15 hours per week for users by automating routine coordination and research tasks • Achieved sub-second response times for cached queries, significantly improving user experience and decision-making speed
Responsibilities
- Architected a multi-agent graph system using LangGraph, featuring a central Supervisor Agent that intelligently delegates requests to specialized agents for tasks, calendar management, and research
- Developed a bidirectional synchronization engine between Google Tasks and Jira to provide a unified priority view and eliminate manual task duplication
- Implemented an advanced 'LongMemory' system utilizing recursive summarization and context pruning to maintain high-fidelity context across extended sessions without exceeding token limits
- Designed a secure 'Human-in-the-Loop' validation layer for critical email communications, ensuring high-priority responses require explicit approval while routine drafts are handled autonomously
- Integrated comprehensive analytics and ROI tracking to monitor real-time message volume, per- agent token consumption, and 'estimated time saved' metrics
Technologies Used
Key Expertise
Experience
6+ years
Timezone
CET (UTC +1)
Skills
AI / ML
Languages
Databases
Infrastructure
Frameworks
Integrations & Protocols
This project was delivered by
Mykhailo R.
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