End-to-End MLOps Pipeline
Full predictive-analytics pipeline — multiple FastAPI inference endpoints, Prefect-orchestrated training, automated data validation, Docker Compose deployment, and GitHub Actions CI/CD with lint, test, and image push.
Alex Rivera
AI pipelines · API backends · Full-stack deployment
B.S. Computer Science @ State University · Open to roles Remote / Hybrid
Capabilities
Case Studies
Full predictive-analytics pipeline — multiple FastAPI inference endpoints, Prefect-orchestrated training, automated data validation, Docker Compose deployment, and GitHub Actions CI/CD with lint, test, and image push.
University attendance platform with role-based access for Admin, Faculty, and Students. ERP panel with bulk Excel import, cloud sync, audit logs, and a secured PostgreSQL backend.
Desktop-style stock trading platform with CSV upload, market watch, and portfolio management. Dynamic screen rendering modeled on real financial terminals from prior fintech internship experience.
Streamlit ML dashboard predicting product prices from spec data. KNN and SVM models trained on a real dataset with interactive histograms, distributions, and model comparison views.
C++ team project simulating smart traffic and parking management systems. Built with inheritance, polymorphism, templates, exception handling, and persistent file I/O.
Food delivery application with order management and customer interface, paired with a business plan targeting university students with a fast-service launch model.
Payment gateway web app with transaction flow simulation, form validation, and responsive cross-device UI. Includes personalised auth and session handling.
Work History
Jun – Aug 2025
Intern — Software / Data
Jan 2026 – Present
Team Lead — CRM & Alumni Manager
Academic
B.S. Computer Science
State University · 2024 – 2028
CGPA 3.80 / 4.00
High School Diploma — Lincoln High School (2024)
Get in touch
I'm open to software engineering and AI/ML roles, and interesting internships — remote or on-site.