Open to opportunities

Yvonne Mwenda

@yvonnemwenda1

Early-career AI engineer building end-to-end Python ML solutions across AWS and Azure, specializing in NLP and model evaluation.

Netherlands

Message

What I'm looking for

I’m looking for a role where I can build end-to-end AI/ML pipelines in Python, strengthen NLP and transformer models, and deliver production-quality systems on AWS/Azure with rigorous model evaluation and close collaboration across technical and business stakeholders.

I’m an early-career AI Engineer and MSc Artificial Intelligence candidate with hands-on experience building and deploying end-to-end AI and machine-learning solutions in Python across AWS and Azure. In my Artificial Intelligence Intern role, I developed ML and AI pipelines covering data collection, preprocessing, model/API integration, monitoring, and delivery of model outputs.

I focus on natural language processing and production-ready reliability—automating release-intelligence with web scraping plus LLM-based classification/summarisation, and adding data-quality mechanisms like structured outputs, hashing, duplicate detection, and exception handling. I also build and evaluate strong models through transformer fine-tuning and ranking/recommendation systems, and I enjoy translating real-world problems into scalable technical solutions.

Experience

Work history, roles, and key accomplishments

Current

Artificial Intelligence Intern

Current

Irdeto

Aug 2025 - Present (1 year)

Developed end-to-end AI/ML pipelines in Python across AWS and Azure, including data collection, preprocessing, model/API integration, monitoring, and delivery of model outputs. Built an automated release-intelligence system using web scraping, rule-based text processing, and LLM-based classification/summarisation, with reliability mechanisms and analytics dashboards.

Python AWS Azure API Integration Web Scraping Rule Based Text Processing data preprocessing Content Hashing State Tracking Monitoring Dashboarding

Education

Degrees, certifications, and relevant coursework

Vrije Universiteit Amsterdam

Master of Science in Artificial Intelligence, Artificial Intelligence

2024 - 2026

Undertook an MSc in Artificial Intelligence at Vrije Universiteit Amsterdam. Master’s thesis focused on hybrid knowledge-graph reasoning for drug–drug interaction and side-effect prediction.

Vrije Universiteit Amsterdam

Bachelor of Science in Artificial Intelligence, Artificial Intelligence

2021 - 2024

Completed a BSc in Artificial Intelligence at Vrije Universiteit Amsterdam. Bachelor’s thesis focused on affective gesture generation and emotion modelling for human–robot interaction using the Pepper humanoid robot.