Steve Ucho

Developed real-time IoT applications for global manufacturing operations

• ▸Developed real-time applications that aggregate data from servers and sensors
• ▸Built systems monitoring manufacturing plants across the globe
• ▸Architected scalable data collection and processing pipelines

Developed database architecture and scalable web modules

• ▸Crafted database schema to link distributed data sets
• ▸Employed web template knowledge to develop scalable and maintainable modules
• ▸Improved data integration across multiple systems

Built ML data infrastructure and storage systems

• ▸Developed realtime ML data normalization applications using JavaScript and MongoDB change streams
• ▸Designed permission and file storage system for structured and unstructured data
• ▸Implemented scalable data pipeline architecture

Machine learning model training and data visualization

• ▸Trained deep learning models through annotation using IBM's Watson Knowledge Studio
• ▸Created data visualization tools using Python, Pandas, and Node.js
• ▸Improved ML model accuracy through systematic data annotation