Software Developer & ML Engineer
I build secure, scalable systems and applied machine-learning solutions — from Spring Boot microservices to deep-learning and NLP models.
Software Developer and ML Engineer with 6 years of full-stack experience, including 4 years as an Agile Java Developer at Freddie Mac. I design and ship secure Spring Boot microservices and REST APIs on Kubernetes and build responsive Angular/TypeScript front ends — owning the full SDLC in Agile/Scrum teams from design through CI/CD and production monitoring.
Backed by a Master's in Data Science, I build machine-learning solutions end to end — wrangling data with NumPy and Pandas, then training and evaluating deep-learning, NLP, and classical models (KNN, K-Means) in TensorFlow, PyTorch, and scikit-learn. I'm equally comfortable taking a model from notebook to production and integrating LLMs and generative-AI into real applications.
Across both worlds I love turning messy problems into reliable, observable systems — containerized builds, Kafka-driven pipelines, and automated testing that ships with confidence.
Drawing and painting in my spare time.
Following the game whenever I can.
Watching games and keeping up with the season.
I build secure, scalable systems and applied machine-learning solutions — from Spring Boot microservices to deep-learning and NLP models.
ianaaya81@gmail.com