Course Mentor and Instructor: Blockchain Strategy, Design, and Development2019 - PRESENTRMIT University
Technologies: Blockchain Platforms, Blockchain System Architecture, Blockchain
- Taught blockchain best practices and solution design—building blocks, cryptography, nodes, and transactions; blockchain components (smart contracts and network types).
- Taught consensus mechanisms (on-chain and off-chain data storage), Hyperledger (Sawtooth, Fabric), Ethereum, and platform and vendor assessment network.
- Reviewed and graded final blockchain project submissions.
Consultant and Developer – Blockchain Technology and Business Strategy2017 - PRESENTSelf-employed
- Consulted on blockchain technologies and new innovative business models to match the blockchain ecosystem. Researched and evaluated blockchain technologies and applications. Developed smart contracts for blockchain.
- Developed system design and white paper for an Ethereum-based supply chain and proof-of-authenticity solution.
- Set up a decentralized crypto exchange on AWS and Docker.
- Developed an Ethereum-based tokenized car service system using ERC-721 NFTs.
Machine Learning Tech Lead2017 - 2017Deutsche Bahn Innovation Lab
Technologies: XGBoost, Keras, TensorFlow, Deep Neural Networks, Machine Learning, Digital Project Management
- Provided technical consulting and strategic guidance in the field of data science and machine learning to optimize supply chain processes.
- Scoped, planned, designed, implemented, and tested the initial machine learning model.
- Delivered a substantial improvement in prediction quality with the successful first release.
Machine Learning Tech Lead2016 - 2017GfK SE "Society for Consumer Research"
Technologies: Amazon Web Services (AWS), Digital Project Management, XGBoost, Keras, TensorFlow, AWS, Deep Neural Networks, Machine Learning
- Led the development of a high-profile, CEO-driven, Europe-US digital transformation project utilizing machine learning, data science, big data, and AWS Cloud technologies.
- Designed the architecture for a machine learning system.
- Implemented a POC system using XGboost as well as deep-neural-net machine learning algorithms.