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Solution architecture Software Engineering Data Warehouse

Location:
Berkeley, CA
Posted:
April 09, 2024

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Resume:

Berkeley, CA

510-***-****

ad4vyv@r.postjobfree.com

Franz Mornau

US Permanent Resident

linkedin.com/in/franz-mornau

github.com/franzmornau

Extensive experience in software engineering, conceptualizing, building, testing, and validating systems from inception to production, within the broader perspective of product and organizational needs. Seeking new opportunities leveraging a passion for working with business departments to identify their needs and build sustainable solutions, building efficient business processes to support a seamless flow of data and metadata, data governance, going into the details and identifying unexpected root causes of data problems, and an excitement to develop creative, outofthebox datadriven solutions.

SKILLS

Software Engineering

Requirements engineering

Product Management

DB Design, OO Design

Scrum

Programming / Scripting / Libraries

Python, Java, Shell script

SQL, Oracle, PostgreSQL, MongoDB

Scikit-learn, NumPy, Pandas

Data Analysis & Machine Learning

Classification, regression, clustering,

deep learning, NLP, time series

Statistics, Experiments Design

Hypothesis testing, A/B Testing

EXPERIENCE

OLAPLEX

Data Lead, Director

March 2022 – November 2023

Took over and seamlessly brought the data warehouse and analytics area inhouse from an external consulting party

oAssembled and managed a new team consisting of data engineers, data analysts and data scientists

Successfully introduced Scrum methodology and requirements intake/management process

Introduced a new data warehouse architecture, based on Snowflake

ULTIMA GENOMICS

Data Scientist R&D

September 2019 – June 2020

Built and maintained pipelines for deep learning / CNN analysis of instrument data

Designed and built data infrastructure for internal use by engineers and researchers

Analyzed case data for researchers to enable interpretation

MSG GLOBAL SOLUTIONS INC.

Principal Consultant, Product Owner

April 2012 – April 2019

Devised and designed automatized product data migration at Samsung Life Insurance

o5 persons did in 9 months what had been estimated to take 50 people 18 months

Designed a testing tool for a fully automated test setup for all product and managed development of this test tool to product maturity

FAKTOR ZEHN AG

Product Framework Architect, Process Designer, Tool Designer

2006 – 2012

Architected the platform and a new development approach for the P/C-products of Vienna Insurance Group

Developed and implemented a transparent, standardized, test-driven product migration process, including tool support

EDUCATION

MS in Mathematics, University of Munich (Ludwig-Maximilians-Universität München)

Galvanize Data Science Immersive Program (San Francisco)

Projects

Galvanize, San Francisco, CA

(Data Science Fellow, May – August 2019)

Found collision patterns in Seattle traffic (capstone project, github.com/franzmornau/Traffic-Accident-Hotspots-and-Patterns)

Identified suspicious posts on an event marketplace website (case study, team project) by Gradient Boosting Classifier (github.com/franzmornau/fraud-detection-case-study)



Contact this candidate