zmazz.dev

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Selected work

32 of 58 projects

  • Prototype · 2026

    Contract Analytics

    Contract analytics platform with several dated assignment snapshots and a later repository.

    Author

    • Python
  • Experiment · 2026

    Industrial Diligence B

    Private commercial diligence engagement distinct from Industrial Diligence A.

    Contributor

  • Product · 2025

    AI Ideation Workshop Assistant

    Repository inventory item with a workshop-related title; scope is unverified.

    Lead AI engineer

    • Python
  • Product · 2025

    Entity Screening Agent

    Agentic web search for entity screening with trace logging.

    Lead software & AI · Financial services

    • Python
    • LangGraph
  • Product · 2025

    ESG Reporting Orchestration

    ESG reporting with multi-source retrieval orchestration.

    Lead software & AI · Climate and ESG

    • Python
    • FastAPI
  • Prototype · 2025

    GenAI for Consulting Toolkit

    Internal generative-AI tools launched for consulting workflows.

    Lead AI engineer

  • Experiment · 2025

    Industrial Diligence A

    Private commercial diligence engagement.

    Contributor

  • Prototype · 2025

    Internal Market Research Explorer

    Repository inventory item relating to market research; delivered scope is unverified.

    Lead AI engineer

    • Python
  • Experiment · 2025

    Research Workflow Assistants

    Low-code generative-AI use-case work for a research function.

    Author

  • Experiment · 2024

    Client Portal Selection

    Project-management support for selection of a client-portal solution.

    AI / data contributor; exact scope to confirm

  • Experiment · 2024

    Customer data architecture

    Data-strategy work on IT architecture and customer-centric processes.

    Contributor

  • Product · 2024

    Customer Segmentation

    ML clustering work to support premium-customer analysis.

    Lead

  • Prototype · 2024

    Diligence Automation

    Internal diligence search and extraction automation.

    Lead AI engineer

    • Python
  • Product · 2024

    Fund Clause Classification

    Embedding-based multi-label classification and tagging of fund contract clauses.

    Lead AI engineer

  • Prototype · 2024

    Internal Evaluation Tools

    Repository inventory items for evaluation workflows; shared-system boundaries require confirmation.

    Lead AI engineer

    • Python
  • Prototype · 2024

    Internal LLM Navigation

    Repository inventory item; navigation-related purpose requires confirmation.

    Lead AI engineer

    • Python
  • Experiment · 2024

    Invoice OCR Experiments

    Tests of OCR capabilities on old bills.

    Lead AI engineer

    • Python
  • Product · 2024

    Low-Resource Language Translation

    Fine-tuning translation models for a small-corpus language.

    AI engineer / researcher

    • Python
    • React
    • PyTorch
  • Product · 2024

    Technology Intelligence System

    Hybrid retrieval and query orchestration for technical intelligence.

    Lead AI engineer · Large European aerospace and defence organization

    • Python
    • FastAPI
    • SQL
  • Experiment · 2023

    Document Chat Experiments

    Experiments in conversational access to CSV, spreadsheet and PDF documents.

    Contributor

  • Experiment · 2023

    HR AI use-case exploration

    Exploration of generative-AI use cases for HR.

    Lead AI engineer

  • Prototype · 2023

    Internal CV Review Tools

    Repository inventory items for CV review and automation; version lineage requires confirmation.

    Lead AI engineer

  • Experiment · 2019

    Venture Fundraising Initiatives

    Contributions to fundraising initiatives for portfolio companies, funds, a startup studio and a BTC ETF.

    Contributor

  • Experiment · 2018

    Technology Policy Advisory

    Policy-advisory and industry-advocacy contributions with institutions and organizations.

    Author

  • Experiment · 2018

    Venture Portfolio and Platform Support

    Portfolio strategy, platform-building and fundraising support during a technology-investment role.

    Lead

  • Experiment · 2016

    Portfolio Fintech Support

    Support for portfolio fintech projects during a financial-sector investment role.

    Contributor