TVL Tech mark Alexandru DAN Speaking and Workshops

Applied AI Systems Architect | AI Professor | CEO at TVL Tech

Technical keynotes and practical workshops for production AI teams.

Sessions are built for teams that need actionable architecture, testing rigor, and governance controls that work under real delivery pressure.

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  • LLMs in Production
  • Agentic AI Workflows
  • Conversational AI Testing
  • Data Spaces and AI

Topics

Signature talks and workshop themes.

LLMs in production

Architecture patterns, failure modes, and practical evaluation design.

Agentic AI for enterprise workflows

How to orchestrate agentic behavior with traceability and control.

Conversational AI regression suites

Testing discipline for stability, drift detection, and release confidence.

Event-driven AI with human oversight

Designing reliable workflows where human intervention matters.

Data Spaces plus AI

Trust, sovereignty, and interoperability in ecosystem-level AI delivery.

Governance by design

Operational controls integrated into daily delivery workflows.

Formats

Flexible formats for technical and mixed audiences.

Delivery formats

  • 90-minute keynote: strategic and technical framing with implementation map.
  • Half-day workshop: focused architecture and evaluation planning for one use case.
  • Full-day lab: production blueprint with prompt framework, testing matrix, and governance controls.

Audience and outputs

  • Audience: engineering, product, data, AI leadership, and compliance-aware teams.
  • Outputs: evaluation checklist, reusable prompt framework, reference architecture, pilot scoring model.
  • Outcome: teams leave with decisions and reusable delivery assets, not just inspiration.

Technical Proof

Evidence from real implementation contexts.

Workflow AI systems in production

Event-driven orchestration patterns using FastAPI, Inngest, LangGraph, Gemini, Tavily, PostgreSQL, and Redis.

Conversational quality engineering

Regression suites and drift detection to stabilize behavior across prompt and model changes.

Data spaces and sovereignty by design

AI adoption models aligned with trust, interoperability, and governance requirements in European contexts.

Public Validation

Signature talks proven in public forums.

Keynote Speaker, ICMarkTech 2026

Confirmed keynote speaker on AI implementation strategy.

View release

Guest Speaker, Master of Business Strategy and Leadership

Guest session on practical AI and business model innovation.

Open note

European Chatbot and Conversational AI Summit 2026

Published takeaways on testing rigor and maturity trends.

Read takeaways

World Forum on Data Spaces and AI 2026

Represented Ocean Enterprise Collective around trust and sovereignty topics.

Explore project

Media Kit

Ready-to-use assets for organizers.

Bio options

Short bio: Applied AI Systems Architect, AI Professor, and CEO at TVL Tech, focused on production AI architecture, testing rigor, and governance-by-design.

Long bio: Enterprise and startup technology leader with practical experience in LLM systems, agentic workflows, and AI adoption under operational constraints.

Organizer checklist

  • Headshot: download portrait
  • Audience types: engineering teams, product teams, executive technical audiences.
  • Technical setup: projector, reliable internet, and one host use case for workshop adaptation.
  • Invitation contact: alex@tvl.tech

Invite

Need a technical AI workshop or keynote?

Share audience profile, expected outcomes, and preferred format.

alex@tvl.tech