Hello, I'm
Michal Biros
I help businesses work smarter by automating processes and integrating AI where it truly makes a difference. With 20+ years of experience bridging technology and business needs.
How I Work
AI & LLM
Development
Automation
Optimization
My approach is pragmatic: I analyze your workflows, identify bottlenecks, and implement solutions that actually work — whether that's AI-powered automation, smart integrations, or streamlined processes.
I've worked across insurance, fintech, and tech sectors, building everything from voice assistants and document processing systems to multi-agent platforms. I speak both tech and business.
Recent Developments
OpenAI Realtime Voice Assistant
High-concurrency voice assistant service integrating OpenAI Realtime API with telephony (PBX/SIP). Optimized for immediate call acceptance, parallel session preparation, and robust post-call workflows with CRM context.
LLM Document Processing Service
Service for document and data processing with LLM for intelligent responses, email automation and task management. Extraction of data from emails and attachments in JSON format for CRM systems.
Agency Swarm Automation Platform
Framework-based automation platform with multiple agents for CRM workflows, document and image analysis. Integration with CRM systems for automated business processes.
Telegram Knowledge Bot
Knowledge database bot that turns important chat messages and articles into a searchable base. Provides clear answers, NFT marketplace insights and daily summaries.
Technical Competencies
AI Expertise
Tech Stack
Languages
Soft Skills
My Career Path
AI Developer
Development of AI solutions: Voice assistants, LLM integration, document processing and business process automation.
Actuary, Business Consultant & Software Developer
Actuarial support in the analysis of legacy products as part of migration projects. Definition and implementation of an advanced core calculation engine based on .NET technology.
Actuary & Software Developer
Transfer of insurance product know-how and actuarial standards from headquarters to international group companies in CEE countries. Design and implementation of actuarial calculations.
Chief Actuary
Responsible for the design, pricing and technical implementation of insurance products. Part of the company's management team. Communication with regulatory authorities.
Actuary & IT Manager
Establishing internationally valid standards and procedures regarding structure, calculation, technical setup and implementation of insurance products.
Head of Policy Administration & Claims
Responsible for policy administration and claims management.
Actuary junior
Collaboration in establishing the mathematical and product-related framework when founding an insurance company in Slovakia.
Let's work together
Have a project where I can help? I look forward to hearing from you.