ProactiveheadsProactiveheads

Your ally for Cloud, AI, Data & Product.

Bring the goal. We design the plan, build it, and prove the result.

Results‑orientedAgileTransparentCost‑efficient

Our Services

Data & AI

Whether you’re just starting to think about data or already exploring AI, we help you organise it, trust it, and put it to work.

  • Data warehouse/lakehouse design & build
  • LLMs & machine learning, including RAG
  • BI, Analytics & forecasting

Cloud

We design and run cloud setups that are easy to ship on and simple to maintain—without lock-in.

  • Migration & architecture (AWS, GCP)
  • CI/CD
  • Infrastructure as Code
  • Security, observability & monitoring

Software Engineering

From first MVP to production, we build lightweight, maintainable products and APIs.

  • Custom web/back-end apps & APIs
  • MVPs and prototyping
  • Integration with your data & cloud stack

Cost Optimisation (FinOps)

We uncover quick wins and build long term habits that keep bills under control while performance stays high.

  • Cost analysis & quick wins
  • Budget alerts & ongoing monitoring
  • Architecture tuning

Recommendation Systems

We design recommenders for media, retail, and content so users find the right thing at the right time.

  • Real-time and batch recommendations
  • Product/content ranking & personalisation
  • Cold-start strategies & user segmentation
  • A/B testing and Self-Learning Algorithms

Advisory & Training

We guide technology and methodology choices and upskill your team with hands-on, practical sessions.

  • Technology roadmaps & tool selection
  • Workshops (AI, Data, Cloud, DevOps, Agile)
  • Architecture reviews
  • Second opinion

Product Ownership

We can take the Product Owner seat or support yours, turning ideas into clear priorities and outcomes.

Who we are

Hi, I’m Dmitrii Milovanov — product owner, data engineer/data scientist, and software developer. I’ve shipped everything from lean SaaS to complex platforms for dozens of corporate clients. Backed by a strong technical network, I help teams solve tough product and engineering problems fast.

Dmitrii Milovanov (CEO, Founder)
CEO, Founder
Dmitrii Milovanov

Our Projects

Slidy logo

Slidy

Generate stories from text with a single click

As strategic partner of Unigital GmbH, we took end-to-end ownership of product and delivery for project Slidy.

 

What we built:

  • AI story generation: Transformed long-form articles into engaging, mobile-first web stories using an LLM-driven pipeline.
  • Personalization engine: Built a custom recommendation system to surface the right stories to the right users in real time
  • Privacy by design: Implemented GDPR/DSGVO-compliant data flows, consent management, and retention policies from the ground up.
  • FinOps improvements: Reduced cloud spend through without sacrificing performance.

Dmitrii’s leadership and craft brought Slidy from vision to reality.

Gregor Landwehr
Gregor Landwehr
CEO Unigital GmbH
Quick wins delivered
–70% cloud costs in 2 weeks

Through rightsizing, reserved/spot, autoscaling, architecture tuning.

More

Let’s connect

Email us — your project starts with a hello.

1 business day response time