Simon Robert Titz

Simon Robert Titz
Machine Learning & Software Engineering

Co-founder & Managing Director at 2pi IT Solutions GmbH

Languages:

German, English

Location:

Cologne, Germany

Education:

M.Sc. Physics

Email:

simon@2pi-it.com

Hello and welcome! I am Robert,
co-founder of 2pi IT Solutions GmbH,
where we build state of the art algorithms and software.

Leo Smigel

Cranberry Township, PA

"Simon did an excellent job with the API work we requested. Highly responsive and intelligent. Will hire again if the need arises."

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James Robertson

Helsinki, Finland

"Grade A experience. I was looking for a solution to a very challenging math finance problem. Robert got his head around it right away, and after some discussions about how to approach it, he brought me the solution. This involved high technical and creative intelligence. Code was delivered along with the solution, and it runs like a dream. Very high professional standards across the board. He will be a first choice for any similar projects."

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Sam Fitz-Roy

Sydney, Australia

"Robert was exceptional at every step. Great communication, clear & accurate work & highly skilled in all aspects of the project. I would recommend Robert to anyone."

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Peter Steigmann

Munich, Germany

“Gute Zusammenarbeit, schnelle Kommunikation und offener Austausch. Alles gut gerne wieder."

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Sabrin Ozmen
Paris, France

"Very competent in machine learning and python with a very short deadline, he was able to carry out the mission with excellence. Very good in communication always present to answer, I highly recommend."

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Jan Philip Klotz

Schwelm, Germany

“Herr Titz arbeitet sehr professionell und zuverlässig. Sehr zufriedenstellende Kommunikation mit top Ergebnis. Gerne wieder.”

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Tech Stack

TECH STACK

SKILLS

Software Development

Web Development

Backend Services

Machine Learning

Big Data Processing

Cloud Computing

EXPERIENCE

2021 - today

Co-founder, Managing Director,

Data Scientist & Software Engineer

2pi IT Solutions GmbH

Co-founded 2pi IT Solutions GmbH where we create state of the art algorithms and software. We specialize in the fields of Artificial Intelligence, Machine Learning, Big Data Processing, Cloud Computing, Business Intelligence and IT Strategy Consulting.

2020 - today

Independent Contractor

Data Scientist & Software Engineer

Successfully completed projects include:

Building highly secure, available, scalable, resilient, customizable and flexible software that meets the requirements of German financial regulations (BaFin)
Development of ETL processes (Python, GitHub Actions, Google Cloud Functions) and data warehouse (Google BigQuery) to build seamless data flows for business intelligence dashboards (Tableau)
Development, deployment and maintenance of a web application (pandas, numpy, FastAPI, Docker, Google Cloud-Run) that takes customer electricity consumption data, simulates and optimizes solar & battery system energy flows, and returns financial results.
Development of Machine Learning models for demand forecasting for a supply chain management company.
Development of Machine Learning models for the predictive maintenance of cooling systems for an IoT solution provider
3-day training in advanced Python programming for employees of an automation technology provider
Python (FastAPI) backend development for a financial service SaaS start-up company

EDUCATION

2020

Master's Degree

Physics of Complex Systems

Institute for Cross-Disciplinary Physics and Complex Systems

Universitat de les Illes Balears

Thesis: Portfolio Optimization with Random Matrix Theory and Artificial Neural Networks (excellent / sobresaliente: 9.3/10)

Best of my class in subjects: Scientific Presentation and Visualisation, Stochastic Simulation Methods, Deep Learning, Statistical Physics in Biological Systems

2019

Bachelor's Degree

Physics

Universität zu Köln

Thesis: Monte Carlo Study of Collective Phenomena in Simulated Traffic (excellent / sehr gut: 1.0)