Discovery Sprint
Use-case prioritization, data and tooling audit, risk analysis, clear pilot scope.
CREATIVE DIRECTION FOR DESIGN, SOUND & DIGITAL CULTURE
I shape ideas into systems: digital products, AI agents and ML-powered experiences.
“Design without soul is just decoration. Sound is branding you don't see.”
#aisystems#aiagents#mlimplementation#systemdesign#soundbranding#digitalculture
AI Consulting, Agents & ML
From strategy to production delivery: AI roadmaps, agent systems and ML models with measurable business impact.
When to hire me for AI
- When you need to prioritize AI opportunities instead of running disconnected experiments.
- When agents must be integrated into real workflows and existing tools.
- When custom ML models are required for your data and domain constraints.
- When implementation, governance and team enablement must be delivered together.
Delivery model
Pilot Build
Fast implementation with real data, evaluation, guardrails and team feedback.
Rollout & Scale
Production integration, monitoring, governance and enablement for internal teams.
Case studies with KPI
AI Operations Copilot
Problem: Service teams handled triage manually across email, Notion and CRM.
System: Agentic routing with human-in-the-loop for prioritization and escalation.
Stack: OpenAI · n8n · HubSpot API · Notion API
Result: Stable workflow for intake, classification and follow-up.
KPI: -38% manual handling time
AI Sales Qualification
Problem: Unqualified leads consumed sales capacity in first-contact stages.
System: Lead scoring, response drafting and scheduling logic with guardrails.
Stack: OpenAI · Pipedrive API · Slack · Webhook Orchestration
Result: Higher qualification quality before sales calls and cleaner handoff.
KPI: +24% SQL rate
Voicfy Real Voice TTS (Diffusion)
Problem: Creators and teams needed more natural and controllable AI voices for production use.
System: Built an AI Real Voice TTS based on a diffusion model, including training and inference pipelines.
Stack: Python · PyTorch · Diffusion Model · FastAPI · Docker
Result: Production TTS system for Voicfy with improved voice quality and robust deployment.
KPI: Lower latency and significantly more natural voice output
News-Gathering Trading Intelligence
Problem: Manual news evaluation was too slow and inconsistent for timely stock decisions.
System: Platform that ingests current news, normalizes signals and generates per-stock fundamental analysis.
Stack: Python · NLP Pipelines · LLM Analysis Layer · Market Data APIs · Dashboard UI
Result: Faster research workflow with structured fundamental assessment per stock.
KPI: Significantly reduced analysis time per stock
Typical stack
LLM orchestration | Vector DB / retrieval | Tool/API integrations | Evals and quality gates | Observability and tracing | Model serving and monitoring
Architecture sketches
Agent System
Input -> Router Agent -> Tool Agents -> Human Approval -> Action + Log
ML Pipeline
Data -> Features -> Train -> Evaluate -> Serve API -> Monitor -> Retrain
ARCHIVE SHOWCASE
Recovered project media and references from the March 2025 website snapshot.
DESIGN & UX/UI
Product interfaces, branding systems and practical UX implementation.
SELECTED PROJECTS
A focused set of visuals and project proof elements from historical case pages.
MOTION GRAPHICS
Campaign videos and digital motion pieces archived from the old site.
Artutopia Ad
Facebook Title Video
App Motion Cut
CW Motion Piece
Xinemate Teaser
Thex Motion
SOUND & VOICE
Film-score and voice branding references with visual covers.
Film Composition
Original score work for independent film projects and emotional narrative scenes.
Voice Work
German voice over and spoken-word branding work with commercial tone and character.
ENTREPRENEURSHIP
Founder context, venture direction and external profile links.
WHAT I WORK WITH
DESIGN & UI
Visual systems that speak before words do.
Featured: Brand System for Tech Startup
MOTION & 3D
Moving emotions through digital space.
Featured: Product Animation Series
SOUND & VOICE
Sound as identity — not as decoration.
Featured: Film Score & Composition
AI SYSTEMS & ML
From AI strategy to agentic workflows and custom model implementation.
Featured: Agentic Operations Copilot
FEATURED WORK
Not just work — stories of creation.
Voicfy
Building the next generation voice platform for creators. From idea to ecosystem.
Founder·Product Design·Platform Development
Moviescore
Original compositions that transform narrative into emotion.
Composer·Sound Design·Festival Screening
AI Operations Copilot
Agentic workflow system for operations: triage, routing and task execution across internal tools.
AI Consultant·Agent Architecture·Workflow Automation