Open to opportunities

Jayden Mapasure

@jaydenmapasure

Message

Freelance machine learning engineer building production-ready, MLOps-driven AI systems.

Zimbabwe

Message

What I'm looking for

I’m looking for a team where I can build production-ready AI with strong MLOps: automated pipelines, reliable deployment, and real impact. I thrive on collaboration, measurable results, and systems that make models easier to ship and maintain.

I’m a Freelance AI & Machine Learning Engineer who designs end-to-end ML pipelines and turns models into reliable, deployable products. I focus on automation, reproducibility, and measurable performance so teams can ship AI with confidence.

Since 2023, I’ve architected and automated CI/CD pipelines (ETL → training → deployment) using GitHub Actions to deliver to AWS and Azure. I integrate ZenML for portable orchestration and MLflow to track experiments, parameters, and model artifacts in production.

I also containerize models with Docker for scalable deployment on Render, and I build feature pipelines that handle large datasets using DVC for version control and reproducibility. Alongside MLOps, I strengthen the software foundation by building APIs with FastAPI and Django REST Framework—prioritizing secure authentication and low-latency model serving.

My experience extends to real-world AI automation as an AI Engineer for Immigpreneur (remote). I developed document processing pipelines, NLP-powered form/eligibility assistance, and LLM-based RAG solutions for context-aware answers—collaborating with stakeholders to deliver production-ready AI systems.

Experience

Work history, roles, and key accomplishments

Current

Freelance AI & ML Engineer

Current

Freelance

Jan 2023 - Present (3 years 5 months)

Architected end-to-end ML pipelines using GitHub Actions (ETL to deployment) for delivery across AWS and Azure. Integrated ZenML and MLflow for portable orchestration and experiment tracking, and used Docker with data versioning (DVC) for reproducible scalable deployments.

GitHub Actions ZenML MLFlow Docker AWS Azure ETL DVC

Current

Freelance Python Developer

Current

Freelance

Jan 2022 - Present (4 years 5 months)

Built secure, low-latency APIs with FastAPI and Django REST Framework for ML model serving. Designed relational database schemas and optimized SQL queries to improve throughput for data-heavy applications.

fastAPI Django REST Framework REST APIs Authentication SQL Optimization Relational Databases Database Schema Design PostgreSQL Python

AI Engineer (Immigration)

Immigpreneur

Jan 2024 - Jan 2025 (1 year)

Designed and deployed AI automation for immigration workflows, reducing manual processing overhead. Built document processing pipelines and NLP tools for eligibility screening and case status tracking, integrating LLM RAG systems for context-aware responses.

NLP Document Processing LLM Integrations Feature Extraction Python Data Extraction And Automation Systems

Education

Degrees, certifications, and relevant coursework

University of Zimbabwe

Bachelor of Science, Artificial Intelligence and Machine Learning

2024 - 2028

Activities and societies: Related coursework: Data Structures & Algorithms; Objects & Design; Python Programming; Machine Learning; Artificial Intelligence; Object-Oriented Programming (Python & Java); Statistics & Applications.

Pursuing a Bachelor of Science in Artificial Intelligence and Machine Learning at the University of Zimbabwe, with coursework spanning data structures, Python programming, machine learning, and artificial intelligence.