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Amsterdam, NL 29 Oct 2026 — 09:00:00 CET
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Enrico Schincariol

Lead Data Scientist — Generative AI & Agentic Systems

schinca96@gmail.com +31 (0) 638461068 LinkedIn GitHub

profile
  • experience

    6+ years

    Currently Lead Data Scientist at ADAPTFY.

  • focus

    AI engineering

    MVP to Production — generative AI, agentic systems, enterprise RAG and predictive ML, from rapid prototyping and architecture through to delivery.

  • operations

    MLOps & GenAIOps

    Evaluation, observability, CI/CD and secure cloud.

  • education

    MSc, Quantitative Finance

    University of Ljubljana — 2021 · Erasmus exchange at Tilburg University — 2019–2020.

  • languages

    5 languages

    Italian, Slovenian, English, Spanish, German.

experience 2020 — present
  1. Jul 2026 — PresentAmsterdam, NL

    Lead Data Scientist — ADAPTFY

    Lead strategy, architecture and delivery for AI products spanning generative AI, predictive ML and intelligent automation. Scope AI MVPs from business requirements and translate feasibility into production architecture and delivery plans.

    Own technical decisions across application design, cloud integration, security and maintainability; set standards for AI development, MLOps, LLMOps and responsible AI; mentor scientists and engineers across data, product and business teams.

    • Generative AI
    • Agentic systems
    • MLOps
    • LLMOps
    • Responsible AI
  2. Jan 2024 — Jul 2026Amsterdam, NL

    Associate Data Scientist — ADAPTFY

    Delivered generative AI and agentic products end to end — from architecture through production operations — with CI/CD, IaC, observability and CloudOps.

    Selected workBusiness analytics platform — multi-agent orchestration with RBAC · Agentic code generation & cloud execution · “Talk with your data” — enterprise RAG · Audio transcription & LLM content generation

    • Multi-agent
    • RBAC
    • cloud solutions
    • governed execution
    • Agentic workflows
    • Code-gen
    • Cloud execution
    • RAG
    • Knowledge assistant
    • LLM
    • Transcription
    • Content-gen
    • LLMOps
  3. Jun 2022 — Dec 2023Netherlands

    Analyst Data Scientist — ADAPTFY

    Designed and deployed cloud-based AI/ML solutions across client environments, building end-to-end pipelines with CI/CD, monitoring and automated retraining.

    Selected workSecure RAG for internal documents · Predictive suite — churn, profitability, sales & demand (2022 — 2026) · Segmentation, clustering & personalised cross-sell (2022 — 2026)

    • Secure RAG
    • RBAC
    • cloud solutions
    • Churn
    • Forecasting
    • MLOps
    • Segmentation
    • Cross-sell
    • LLM
  4. Nov 2021 — May 2022Amsterdam, NL

    Data Scientist & Engineer — Tellow

    Built ingestion and ETL pipelines, improving quality, integrity and compliance in high-volume processing; modernised reporting with dashboards and recommendations for marketing and executive stakeholders.

    Selected workCloud data pipelines & BI modernisation

    • cloud solutions
    • ETL
    • Airflow
    • Metabase
  5. Mar 2020 — Mar 2021Ljubljana, SI

    Actuary — Prva Osebna Zavarovalnica, d.d.

    Built risk models and forecasting for the transition to the new IFRS 17 standard, supporting actuarial assessment and reporting throughout the change programme.

    • Risk modelling
    • Forecasting
    • IFRS 17
    • Actuarial modelling
competencies

Generative AI

  • Retrieval-Augmented Generation
  • Enterprise knowledge assistants
  • Multi-agent orchestration
  • Agentic workflows
  • Code generation & execution
  • Audio transcription
  • Churn prediction
  • Profitability estimation
  • Sales-order & demand forecasting
  • Segmentation & clustering

Enterprise & Production

  • AI evaluation & benchmarking
  • Guardrails & safe AI
  • Human-in-the-loop feedback
  • Responsible AI & governance
  • Prompt & model versioning
  • RBAC & secure document access
  • PII redaction & auditability
  • Cloud & third-party integration
  • CI/CD, infrastructure as code
  • Observability & CloudOps
  • Monitoring, drift & auto-retraining

Stack

  • Python, SQL, TypeScript
  • Cloud Services
  • Databricks
  • MLflow, ZenML
  • LangChain, LangGraph
  • HuggingFace
  • Claude Code, Opencode
  • Terraform

Leadership

  • MVP scoping & rapid prototyping
  • Technical roadmapping
  • Architecture & delivery standards
  • Sprint planning & cross-functional coordination
  • Mentoring scientists & engineers
  • Stakeholder alignment
education Ljubljana — Tilburg

Master's in Quantitative Finance and Actuarial Sciences

University of Ljubljana, Faculty of Economics — Ljubljana, SI — 2021

Erasmus exchange — Tilburg University, same course as the master's — 2019–2020 · 6 months

Bachelor's Degree in Economics

University of Ljubljana, Faculty of Economics — Ljubljana, SI — 2018

Languages

  • ItalianNative
  • SlovenianNative
  • EnglishC2
  • SpanishLimited working
  • GermanLimited working