Danny-michael Busch
Senior AI Engineer
Experience
Senior AI Engineer
Just Add AI GmbH
- Automated content recognition on various documents
- Recommendation Engine
- Dynamic Pricing
Member of the Management Board
Neuland – Büro für Informatik GmbH
The management board is made up of the working shareholders and four employees appointed by all shareholders.
As the only IT professional among the employees on the management board, my main focus areas are technology and innovation, public relations, and product development.
Project Lead Product Development
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, providing professional and technical leadership
- Point of contact and strategic advisor for the client
- Establishing agile Data Science processes (peer and code reviews, research time, hackathons, retrospectives, blameless post-mortems, collaborative learning)
- Facilitating 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 analysis
- Migrating 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 in collaboration with project managers at bonprix (focus: personalization and identification)
Advising on the realignment of the software architecture for the entire shop platform (self-contained systems)
Facilitating workshops with clients and colleagues
Leading development of the first system/microservice for real-time content personalization
Full-stack software development (frontend, backend)
Conducting numerous workshops on data science and machine learning
Training colleagues and founding a "Data Driven Guild" for company-wide knowledge sharing
Acquiring and overseeing the first data science projects
Presentations: data2day 2017 (real-time optimization in practice), internal neuland conference (e-commerce data treasures), Data Lounge Bremen (real-time optimization)
Collaboration with the Cognitive Systems Lab at the University of Bremen and sponsoring the "Bremen Big Data Challenge"
Participation in a Kaggle competition (>3500 participants), placed in the top 10%
Senior Software Developer in .NET
neusta software development GmbH
- Classic software development and team leadership in the .NET environment (small and mid-sized projects, including Airbus)
Senior Software Developer
JouleX GmbH (today: Cisco)
- Development of data engineering 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
- Time series clustering and outlier detection
Lead Developer
Coding Ant Technologies GmbH
- Technical leadership of up to two teams in parallel
- Development of modules for a heterogeneous decision support system for all stakeholders in the investment process across different markets
- Integration of systems across multiple continents
- Development and optimization of BI-style SQL queries
- Automation of regression analyses via Matlab
Freelance Software Developer & Project Manager
kurbel
- Built a web-based, integrated content management system for the entire workflow of cross-media book production (print, PDF, e-book, online)
- Technical lead of the project for a client in the media industry
- Acquisition and delivery of various smaller consulting projects and assignments
Head of Internet Development
Wave Computersysteme GmbH
- Technical leadership of a team of full-time employees, trainees, and students
- Built one of the largest e-commerce platforms (ALTERNATE B2C and Wave Computer B2B)
- Established lightweight development processes in frontend and backend development
- Led the development of a rule-based expert system for configuring complete PCs (PC Configurator)
- Migrated the webshop from Perl to Java
Summary
At the age of 9, I developed my first computer program. It is a wonderful privilege to pursue a profession out of passion. As an ambitious self-taught learner, I have built a broad set of IT skills over the past 33 years, which I enjoy passing on. Artificial intelligence and "smart algorithms" have always fueled my personal growth. I move confidently along the value chain, dedicate my actions to business success, and put existing and new teams into the fast lane: always on equal footing, agile, with backbone and creativity.
Languages
Education
Secondary school diploma · Germany
Certifications & licenses
Letter Of Accomplishment
Introduction To Artificial Intelligence
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