ermbrecht.rindtorff / cv.md

Ermbrecht
Rindtorff

I take ownership and drive GenAI solutions from whiteboard to enterprise-grade production -- translating between business risk, engineering reality, and compliance.

~/ id_card
roleConsultant
orgDeloitte
teamAI & Data Analytics
backgroundMathematician
linkedin/in/ermbrecht ↗
projects

Selected projects

Built outside of work to give startups lean, tailored solutions where off-the-shelf platforms add bloat and cost.

// 01 — consignment

Digitalized consignment tracking and monthly settlements

Built a platform for a retail startup that issues each seller a 16-digit code to track item status and generates automated monthly settlements — replacing a manual pen-and-paper workflow with a transparent and auditable system.

private sold
// 02 — logistics

Cut package costs by 30% with a custom shipping pipeline

Built a Python order-to-shipment pipeline for an retail startup that bypassed costly platform integrations, automated label generation and fulfilment, and lifted net margins per package.

private sold
// 03 — commerce

Automated end-to-end live shopping on Instagram

Designed and launched a live-shopping flow from product presentation to order tracking and fulfilment — turning a manual pen-and-paper process into a scalable weekly sales operation.

private sold
impact in numbers
38
People orchestrated across two agile teams to land on-time delivery inside a 200-person conversational-AI program.
// delivery · cross-team alignment
9/9
Control function approvals secured — full deployment-ready sign-off for a enterprise-grade GenAI chatbot.
// compliance · regulatory translation
−80%
Reduction in legislative review effort via a 48-hour AI policy-analysis prototype.
// coalition agreement · GenAI extraction
−30%
Lower fleet monitoring costs through a quantitative risk-tolerance decision model.
// optimization · decision modeling
stations

Career timeline

Consultant - AI & Data Analytics

Deloitte
May 2024 — present
  • Achieved on-time delivery inside a 200-person conversational-AI program by orchestrating 38 people across two agile teams — business stakeholders, QA, developers, delivery partners — aligning architecture priorities and unblocking cross-team dependencies.
  • Secured deployment-ready GenAI chatbot approval by aligning 9 control functions and translating technical architecture into enterprise-grade compliance requirements.
  • Demonstrated −80% legislative review effort by delivering an AI-driven policy-analysis prototype within 48 hours, automating extraction and compliance assessment of coalition-agreement measures.
  • Reduced fleet monitoring costs by −30% by translating business risk-tolerance into a quantitative optimization-based decision model.
  • Ensured full sign-off across 19 projects during a corporate spin-off by designing and leading a structured handover process across all organizational levels.

Data Scientist - Working Student

Charité — Universitätsmedizin Berlin
Mar 2023 — Dec 2023
  • Enabled GDPR-compliant model training across healthcare partners by implementing federated learning and differential privacy — improving model sensitivity by +6% without sharing raw data.

Assisting Lecturer

Freie Universität Berlin
Oct 2020 — Sep 2021
  • Taught two semesters to 40+ students — Python fundamentals, exploratory data analysis, data visualization, reproducible notebooks.

Teaching Assistant

NVIDIA
Oct 2020 — Dec 2020
  • Ran multiple one-day workshops to 60+ participants on CNN-based computer vision, transfer learning, and basic language models.

Data Scientist - Intern

Charité — Universitätsmedizin Berlin
Sep 2020 — Nov 2020
  • Developed a geometric algorithm for caries classification, establishing the benchmark used to evaluate subsequent ML models.
foundation

Education, expertise & credentials

Education

M.Sc. Mathematics
Freie Universität Berlin
2021 — 2024 Thesis 1.7 · Final 2.0
B.Sc. Mathematics
Freie Universität Berlin
2017 — 2021 Thesis 1.7 · Final 3.0
// languages
Germannative
EnglishC1 / C2 — fluent in business

Core expertise

Delivery & product
Product ownership, backlog management, user stories, sprint planning, acceptance criteria.
Stakeholder & compliance
Cross-functional alignment, requirements engineering, business translation, regulatory translation.
Technical stack
Python, SQL, Azure, Google Cloud, Claude Code, LangChain, HuggingFace, Pinecone, MCP, Jira / Confluence.

Certifications

  • GCP Google Cloud - Associate Cloud Engineer
  • DBX Databricks - Generative AI Engineer Associate
  • SEC CompTIA Security+
  • PSM Professional Scrum Master (PSM I)