Hi, I'm Milan,
a Data Scientist

Unlocking impact and driving growth through data-driven product management. Strategizing logic at the intersection of tech and consulting.

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10+

Years Experience

100+

People Led

Products Built

10+

Industries Served

GitHub

PostgreSQL

Python

Figma

Jira

Piano

After Effects

Flask

ChatGPT

Jupyter

Pandas

Claude

Premiere Pro

PyTorch

Gemini

VS Code

SQLite

Qwen

Linear

GitHub

PostgreSQL

Python

Figma

Jira

Piano

After Effects

Flask

ChatGPT

Jupyter

Pandas

Claude

Premiere Pro

PyTorch

Gemini

VS Code

SQLite

Qwen

Linear

Experience & Vision

2024 — PRESENT

Founder, Entrepreneur

Building IncepLabs, a venture studio turning breakthrough technology into practical progress. Currently leading three ventures: AIRA Health, bringing AI to clinical trial design for drugs and medical devices with an early access program underway; Zanni.AI, helping brands shape conversations in the era of social video content, now scaling globally; and ARQ Tech, opening a new era of transformation for established players through AI, robotics, and quantum computing. Also running Quantivise, delivering hands-on AI workshops and courses that turn cutting-edge research into practical skills for teams and individuals.

2014 — 2024

AI Researcher, Consultant, Product Manager

An ex-McKinsey Engagement Manager and Lead Data Scientist with professional experience from multiple countries working in digital consulting, product engineering, data science and software development, focusing on innovation, solution design, agile transformations, process automation and financial positions.

Awarded public speaker with advanced proficiency in mathematics, programming, machine learning and quantitative finance with a history in the oil and energy, pharma, higher education, management consulting, human resources, digital marketing and sales industries.

The Core Portfolio

Strategic Impact

Product Management

Extensive experience in product management with a proven track record: development of a cost engineering BI tool with over 1000 corporate users, a 1M USD/yr enterprise agile SAAS, multi-million USD asset-based consulting tool, merging UI and UX efforts with rapid prototypes, coordinating workstreams from in-house app development through service blueprint creation and architectural planning.

Digital Business Building

Founded 5 AI companies, built teams of 20+ people for product development, coordinated design teams, and led teams of consultants to shape the long-term transformation strategy of a higher education institution. Managed multiple cross-functional agile teams of 6-10 people developing and designing enterprise-scale digital solutions.

Data & Analytics

Managed the development of advanced analytics tools, BI tools, optimized quality control scheduling models in Python, being responsible for data analytics strategy, driving the development of intelligent solutions with AI, ML. Implemented data mining algorithms and automated processes for HR startups. Built portfolio optimization models for energy trading, computer vision and NLP models.

Talks & Lectures

Awarded for delivering the best speech in a Carpathian Basin-wide Rhetorics Competition, highlighting exceptional ability to effectively communicate ideas and thoughts to a diverse audience. Public speaking skills expertly honed through years of experience in delivering engaging, informative, and persuasive speeches for various events, conferences, workshops and podcasts.

Common Queries Answered

Transparent insights into my workflow and expertise.

My background spans mathematics, statistics, product management, engineering, design, business building, and finance. Having worked across so many disciplines means I can step into different roles as needed, whether that's sketching out a prototype, reviewing a financial model, or aligning a design with technical constraints. It's less about being an expert in everything and more about understanding enough of each domain to keep things moving and ask the right questions.

I've worked across Australia, Switzerland, and Budapest, and lived in Italy and the UK. My career spans product management, data science, financial expertise in trading, and management consulting. I've worked across various industries including digital consulting, pharmaceuticals, energy, higher education, digital marketing, sales, and HR.

My inclination towards analytical subjects naturally led me to data science. With a strong background in mathematics, finance, economics, and econometrics, data science provided the perfect platform to combine these skills and apply them in meaningful ways.

Through IncepLabs, we turn tech progress into practical solutions the world can use. We build products and services that create real value, not just on the surface but from an investment perspective and for propelling society forward. Our startups bring AI, robotics, and quantum computing solutions to everyone, from individuals to the largest organizations on earth. Connecting the dots across diverse fields of science and multiple industries in non-obvious ways is what helps us find great opportunities. We help the innovative-minded run faster and legacy corporations transform smarter.

It comes down to focus, timing, and an incredible team. Each venture sits in a different phase, so they need different things from me. A brand-new startup might need me to personally build the first prototype. A more mature one needs me coaching the internal team and shaping the roadmap. And the most established ones benefit most from me stepping back into an advisory role. I dedicate concentrated blocks of time where they are needed most rather than spreading thin across everything every day.

Yes, selectively. I focus on AI, quantum computing, and robotics. The primary filter is the technology itself: it should be at the absolute forefront, genuinely cutting-edge, not incremental. But that alone is not enough. The mission matters just as much. The company needs to have the right purpose, solving a problem that is worth solving and doing it in a way that moves things forward for more than just shareholders.

We make fewer bets on solid ideas with steady growth. We balance steady improvement with big leaps, because that is how history tells us innovation actually works. We are not afraid to explore moonshots, but we take care to ensure each bet is grounded in real value creation. We are builders first and investors second, which means we get our hands dirty alongside the founding teams rather than writing a check and waiting.

Ready to build the future of intelligence?

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Hi, I'm Milan, a Data Scientist