Jayden Mapasure

Automated CI/CD Pipelines: Architected and automated end-to-end ML pipelines (ETL - Training - Deployment) using GitHub Actions for seamless delivery to AWS and Azure.

Orchestration & Tracking: Integrated ZenML for portable pipeline management and MLflow to track experiments, parameters, and model artifacts in production.

Containerized Deployment: Utilized Docker to containerize ML models for scalable deployment on Render and managed cloud clusters.

AI & Machine Learning Engineer - Freelance

(2023-01)

• Automated CI/CD Pipelines: Architected and automated end-to-end ML pipelines (ETL - Training - Deployment) using GitHub Actions for seamless delivery to AWS and Azure.
• Orchestration & Tracking: Integrated ZenML for portable pipeline management and MLflow to track experiments, parameters, and model artifacts in production.
• Containerized Deployment: Utilized Docker to containerize ML models for scalable deployment on Render and managed cloud clusters.
• Scalable Data Engineering: Processed massive datasets to build feature pipelines, utilizing DVC for data version control and reproducibility.

Python Developer - Freelance

(2022-01)

• High Performance APIs: Built robust APIs using FastAPI and Django REST Framework, focusing on secure authentication and low latency model serving.
• Database Optimization: Designed relational DB schemas and optimized SQL queries to improve system throughput for data heavy applications.

AI Engineer - Immigpreneur - Arizona, USA (Remote)

(2024-01 - 2025-01)

• Designed and deployed end to end AI automation systems to streamline and accelerate immigration application workflows, reducing manual processing overhead.
• Built intelligent document processing pipelines to extract, validate, and classify immigration-related data from unstructured sources.
• Developed NLP-powered tools to assist applicants and advisors with form completion, eligibility screening, and case status tracking.
• Integrated LLM based solutions (RAG architecture) to provide accurate, context-aware responses to complex immigration queries.
• Collaborated remotely with cross-functional stakeholders to iterate on system requirements and deliver scalable, production ready AI solutions.

B.S. - Artificial Intelligence and Machine Learning - University of Zimbabwe (2024-01 - 2028-01)