Über Kamini
Most organisations are investing in data but struggling to connect it to business outcomes. That's the gap I close.
I am a Fractional Head of Data & AI with 10+ years in data science and analytics across Swiss telco, Fortune 500 consumer health, and global supply chain environments. I work with companies to build data functions that move revenue and reduce costs, without the overhead of a full-time hire.
My track record includes generating CHF 5M in annual incremental revenue through customer segmentation and targeting, reducing customer attrition costs by CHF 2M through predictive modelling, and improving forecast accuracy by 20% across 11 EMEA markets.
I bring both the technical depth to build it — in Python, SQL, ML, and Azure — and the commercial perspective to make sure it matters. I work as an embedded fractional leader, owning the data roadmap, keeping the work connected to what the business is trying to achieve, and getting it done myself.
If your company is sitting on data that isn't yet paying off, that's exactly where I work best.
Englisch
Muttersprachlich oder zweisprachig
Deutsch
Grundkenntnisse
Vor Ort möglich
Zurich (bis zu 50 km)
Projekt- und Berufserfahrung
- Visthena GmbH, FounderFractional Head of Data & AIDIGITALAGENTUREN & IT-CONSULTINGJanuar 2025 - Heute (1 Jahr und 5 Monate)Zürich, Switzerland
- Diagnosing where revenue is being lost and identifying the data gaps that are making it impossible to act on
- Translating commercial questions into data requirements: defining what needs to be built, in what order, so the business can start making decisions it currently cannot make
- Delivering the analytical and technical work directly, in Python, SQL and ML, not just setting the direction but getting it done
- Owning the data roadmap for leadership teams – setting priorities, removing blockers, and keeping the work connected to decisions that move the business forward
- Making sure what leadership wants to know and what the data team is actually building are the same thing – so investment goes where it moves the business, not where it's easiest to build
- Johnson & Johnson / KenvueSenior Data Scientist – Supply ChainLOGISTIK & SUPPLY CHAINNovember 2021 - März 2024 (2 Jahre und 4 Monate)Zug, SwitzerlandLed the technical delivery of demand sensing across EMEA and India for one of the world's largest consumer health companies.
- Improved forecast accuracy by 15–20% across 11 EMEA markets, reducing overstock, stockouts, and cost exposure across thousands of SKUs
- Scaled a demand sensing solution across India covering ~70% of the market, giving regional teams a clearer, more reliable forecast to plan from
- Built and got into production end-to-end ML pipelines on Azure with sub-hour runtimes, processing demand forecasts across thousands of SKUs within a single planning cycle
- Served as the main bridge between data science and senior supply chain stakeholders, turning complex ML outputs into decisions leadership could act on
- Provided technical leadership to a team of 5–6 – data scientists, data engineers, and business analysts — setting direction, reviewing work, and keeping delivery on track
- Sunrise CommunicationsLead Data ScientistTELEKOMMUNIKATIONJuni 2019 - Oktober 2021 (2 Jahre und 4 Monate)Zürich, SwitzerlandOperated as the most senior data scientist in the Business Intelligence team at one of Switzerland's largest telecommunications providers.
- Developed a B2C migration strategy generating approximately CHF 5M in annual incremental revenue, built on customer segmentation and targeting models, with a business case presented to the CMO that secured full market rollout
- Built call volume forecasting models to optimise staffing and reduce cost in customer service
- Led the B2B analytics value stream as Product Owner, owning use cases across profitability analysis, proces improvement, and commercial performance
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Ausbildung und Abschlüsse
- PhD in InformaticsUniversity of Lugano (USI)2017PhD in Informatics
- 5-Year Integrated Bachelor & Master in Information TechnologyIIITM20095-Year Integrated Bachelor & Master in Information Technology