Danny-Michael Busch-Senior AI Engineer
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Experience
Senior AI Engineer
Just Add AI GmbH
- Automatic content detection on various documents
- Recommendation engine
- Dynamic pricing
Member of the management team
Neuland – Büro für Informatik GmbH
The management team consists of the working partners as well as four employees of the company appointed by all partners.
As the only IT specialist among the employees in the management team, my main areas of work are technology and innovation, public relations, and product development.
Product Development Project Lead
Neuland – Büro für Informatik GmbH
- confidential
Lead Software Engineer Machine Learning / Data Science
Neuland – Büro für Informatik GmbH
- Building a cross-functional data science team, professional and technical leadership
- Contact person and strategic advisor for the client
- Establishing agile data science processes (peer and code reviews, research time, hackathons, retrospectives, blameless post-mortems, shared learning)
- Moderating workshops with clients and colleagues
- Developing a hybrid recommendation engine (content-based / image similarity and collaborative filtering)
- Ranking product lists
- Real-time optimization / bandit algorithms
- Developing a pipeline for online A/B tests, Bayesian evaluation
- Migration from self-hosted to cloud hosting
- Data engineering for clickstream data
- DevOps / administration
- Image similarity / image clustering with deep learning
- Technologies: Sklearn, Tensorflow, Keras, Flask, PyMC3, Python, Amazon Web Services (AWS), Apache Spark, Java, Apache Hadoop, Apache Kafka, JavaScript, Vue.JS, D3
Lead Software Developer / Technical Project Manager
Neuland Bremen GmbH
Building the first agile, cross-functional Scrum team together with project managers at bonprix (focus area: personalization and identification)
Consulting on the realignment of the software architecture of the entire shop platform (self-contained systems)
Moderating workshops with clients and colleagues
Leading development of the first system / microservices for real-time content personalization
Full-stack software development (frontend, backend)
Running numerous workshops on data science and machine learning
Training colleagues and founding a "Data Driven Guild" for company-wide knowledge sharing
Acquiring and supporting the first data science projects
Talks: data2day 2017 (real-time optimization in practice), neuland internal conference (data treasures in e-commerce), Data Lounge Bremen (real-time optimization)
Cooperation with the Cognitive Systems Lab, University of Bremen, and sponsorship of the "Bremen Big Data Challenge"
Participation in a Kaggle competition (>3500 participants) with a placement in the top 10%
Senior Software Developer in the .NET field
neusta software development GmbH
- Classic software development and team leadership in the .NET environment (small and medium-sized projects, including Airbus)
Senior Software Developer
JouleX GmbH (today: Cisco)
- Building the data engineering setup for large-scale processing of sensor data from large networks (millions of devices with many data points per day)
- Business Intelligence / Big Data to uncover savings potential in energy consumption and CO2 emissions
- What-if scenarios using regression analyses
- Clustering of time series and outlier detection
Lead Developer
Coding Ant Technologies GmbH
- Technical leadership of up to two teams in parallel
- Development of modules in a heterogeneous decision support system for all stakeholders involved in the investment process across different markets
- Integration of systems across multiple continents
- Development and optimization of Business Intelligence-style SQL queries
- Automation of regression analyses via Matlab
Freelance Software Developer & Project Manager
kurbel
- Building a web-based, integrated content management system for the entire workflow of cross-media book production (print, PDF, e-book, online)
- Technical leadership of the project for a client in the media industry
- Acquisition and delivery of various smaller consulting jobs and assignments
Head of Internet Development
Wave Computersysteme GmbH
- Technical leadership of a team made up of full-time employees, trainees, and students
- Building one of the largest e-commerce platforms (ALTERNATE B2C and Wave Computer B2B)
- Establishing lightweight development processes in frontend and backend development
- Leading development of a rule-based expert system for configuring complete PCs (PC configurator)
- Migration of the web shop from Perl to Java
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Media and Entertainment, Retail, Professional Services, Banking and Finance, and Aerospace and Defense.
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Product Development, Business Intelligence, Project Management, Marketing, and Research and Development.
Summary
I developed my first computer program at the age of 9. It is a wonderful privilege to be able to make a living doing what you love. As an ambitious self-taught learner, I have built up a broad range of skills in IT over the last 33 years, which I am always happy to share. Artificial intelligence and “smart algorithms” have always been the driving force behind my personal learning. I work confidently along the value chain, dedicate my efforts to business success, and bring existing and new teams onto the fast track: always on equal footing, agile, with backbone and creativity.
Languages
Education
Secondary school diploma · Germany
Certifications & licenses
Letter Of Accomplishment
Introduction To Artificial Intelligence
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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