Hello, I am Joyce. With 4+ years experience in Software Engineering within DevOps, Machine/Deep Learning and Mobile Application fields.
I am interested in sifting and shuffling data to build products that benefit businesses and their customers while implementing secure and private AI tools in most of the projects I build.
I also work with these Languages and Technologies:I extract, load and transform data.
Use the data to design and train machine learning and deep learning models that I deploy into production on mobile or custom device applications. I am fascinated by the power of deep learning in technological advancement.I build Docker containers that help remove developers bottlenecks.
I enjoy logging and monitoring software development metrics using Prometheus, Grafana, Elastic Search & MySQL.
I manage Jenkins continuos development and integration platform for software development and validation cycle. I have recently started extending my work to MLOps from POC to Production Deployment and planning out the lifecycle of a machine learning project.I design and implement REST APIs to facilitate highly scalable web applications using SQL, DynamoDB, AWS Lambda.
I develop responsive web applications using HTML, CSS, Bootstrap, JavaScript.
I enjoy building mobile applications using Flutter and Dart for Android and iOS devices.- Developed a deep learning model that easily identifies satellite signal interference in GPS receivers using CNN, GPUs, Python, Tensorflow and Keras (US Patent-pending)
- Build dashboards with alerting systems for logging and monitoring software development metrics using Prometheus, Grafana, Elastic Search & MySQL. This reduced load failures resolution time by 60%
- Develop, maintain python codes and project documentations
- Participate in code review for other developers within the team
- Investigated and solved 120+ customer support cases related to field deployments of company products in collaboration with team members
- Created a recommendation engine for a real-estate business website using collaborative filtering and a content-based recommendation system
- Predicted business analytical trends for a bike-sharing startup to enable the business to make informed decisions
- Performed the complete planning, application development, verification and risks involved in software projects using Selenium and Jenkins
Tracked software bugs and detailed all information regarding findings and resolution techniques in documentation for software designers.
- Produced well-written test scripts for automated testing in Jenkins.
Interactive Intelligent Systems specialization including courses in Human Computer Interation, AI/Machine Learning, Health Informatics, Education Technology and Algorithm Design.
