Jeanne Yap - Process Engineering Intern

Recommended expert

Cologne, Germany

Experience

Apr 2025 - Nov 2025

8 months

Euskirchen, Germany

Process Engineering Intern

Procter & Gamble

Independently initiated and deployed automated validation workflows using Python, cutting manual processing by 58% and improving efficiency
Developed a machine learning model for synthetic defect generation, reducing downtime and production costs; deployed locally and via Databricks and Azure AI Factory
Utilized a small dataset of image data from the production lines and extended this dataset with training on models like cycleGAN and pix2pix
Built and optimized the Linux-based development environment for training 3D models; maintained reproducibility via GitHub
Presented technical insights to cross-functional teams (engineers, QA, project managers), ensuring alignment of ML solutions with operational needs

Jan 2024 - Dec 2025

2 years

Bonn, Germany

Master Thesis - Fruits 3D Reconstruction and Color Prediction

University of Bonn

Developed Conditional Denoising Diffusion Probabilistic Models in Python and C++ for structure and color prediction from partial data, using phenotyping datasets and addressing occlusions and incomplete plant scans
Automated pipelines, containerized workflows (Docker), and managed code/versioning (Git)
Achieved benchmark-level results and demonstrated strong reproducibility across experiments

Jan 2024 - Dec 2024

1 year

Mannheim, Germany

Hackathon Participant

HerHackathon

Built an AI-driven image comparison tool using Selenium and APIs; designed dashboards in Power BI and Figma prototypes
Delivered a demo solution to ALDI Süd stakeholders, showcasing actionable insights and technical feasibility

Jan 2024 - Dec 2024

1 year

Geoinformation System Developer – Geoinformation Management in Interdisciplinary Research

University Project

Created a geoinformation system integrating diverse datasets using Java, PostgreSQL, SQL, XML/GML, WFS, and ontology-based knowledge graphs

Jan 2023 - Dec 2024

2 years

Bonn, Germany

Master’s Project – Open World Panoptic Segmentation of Traffic Participants

University of Bonn

Adapted 2D algorithms to 3D LiDAR point clouds, achieving 2nd place in a public benchmark
Developed an end-to-end automated training pipeline in Python and regularly presented results to professors and PhD researchers

Mar 2022 - Mar 2025

3 years 1 month

Bonn, Germany

Working Student (Marketing and Comms)

DHL Consulting

Built a data-driven analytics framework, boosting LinkedIn KPIs by 116% and engagement by 300% through multi-channel tracking (Hotjar, Google Tag Manager)
Increased post frequency by 50% via strategic, data-informed content planning
Produced dashboards and actionable insights from marketing data to optimize campaign performance across teams

Jan 2022 - Dec 2022

1 year

BoVW Project – Image Similarity via Classical Machine Learning

University Project

Developed a classical ML pipeline for image similarity and automated builds with Makefiles and GitHub Actions, ensuring reproducibility

Nov 2020 - Jan 2021

3 months

Cebu City, Philippines

SW/Cloud App Tech Support

Accenture

Ensured operational continuity of cloud-based applications through troubleshooting and real-time issue resolution

Jun 2019 - Dec 2019

7 months

Cebu City, Philippines

Innovation Intern

Lear Corporation

Designed an innovative autonomous vehicle car seat, collaborating with cross-functional teams to prototype and validate novel designs

Jan 2018 - Dec 2018

1 year

Cebu City, Philippines

Electronics Committee Head

University of San Carlos

Led electronics for Team Lahutay at the Shell Eco Marathon, managing wiring, control systems, and sensors to ensure successful competition entry and demonstrate technical and leadership skills

Summary

Data Engineer with a strong background in machine learning, data pipelines, cloud deployment, and analytics. Experienced in Python, SQL, C++, Databricks and ETL/ELT workflows, with hands-on exposure to CI/CD, Docker, and version-controlled pipelines. Adept at optimizing processes, automating workflows, and delivering actionable insights for cross-functional teams. Proven ability to translate complex data into business impact.

Skills

Expert / Strong Proficiency (Daily Use, Advanced Problem-solving): Python, Sql, R, Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn, Pytorch, Tensorflow, Opencv, Open3d, Slam, Photogrammetry, 3d Lidar Processing, Linux, Bash, Git
Intermediate / Applied Experience (Projects, Internships, Coursework): C++, Matlab, C, Java, Javascript, Postgresql, Mysql, Spark, Pyspark, Knime, Docker, Ci/cd, Etl/elt, Rest Apis, Gans, Vaes, Diffusion Models, Ros
Familiar / Exposure (Academic Or Exploratory Use): Azure, Gcp, Kubernetes, Llms (Bert, Gpt), Hugging Face Transformers
Soft Skills: Analytical Thinking, Data Storytelling, Problem-solving, Project Management, Adaptability

Languages

Tagalog

Native

English

Advanced

German

Intermediate

Education

Rheinische Friedrich-Wilhelms-Universität Bonn

Master of Science in Geodetic Engineering, Major in Mobile Sensing and Robotics · Geodetic Engineering · Bonn, Germany

University of San Carlos

Bachelor of Science in Electronics and Communications Engineering, Major in Microelectronics and Information Systems · Electronics and Communications Engineering · Cebu City, Philippines

Certifications & licenses

Google Cloud: Cloud Fundamentals

Microsoft Azure: Fundamentals

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Experience

Process Engineering Intern

Procter & Gamble

Master Thesis - Fruits 3D Reconstruction and Color Prediction

University of Bonn

Hackathon Participant

HerHackathon

Geoinformation System Developer – Geoinformation Management in Interdisciplinary Research

University Project

Master’s Project – Open World Panoptic Segmentation of Traffic Participants

University of Bonn

Working Student (Marketing and Comms)

DHL Consulting

BoVW Project – Image Similarity via Classical Machine Learning

University Project

SW/Cloud App Tech Support

Accenture

Innovation Intern

Lear Corporation

Electronics Committee Head

University of San Carlos

Summary

Skills

Languages

Education

Rheinische Friedrich-Wilhelms-Universität Bonn

Master of Science in Geodetic Engineering, Major in Mobile Sensing and Robotics · Geodetic Engineering · Bonn, Germany

University of San Carlos

Bachelor of Science in Electronics and Communications Engineering, Major in Microelectronics and Information Systems · Electronics and Communications Engineering · Cebu City, Philippines

Certifications & licenses

Google Cloud: Cloud Fundamentals

Microsoft Azure: Fundamentals

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