Jesslyn Trixie Edvilie

Software engineer focused on iOS, with an AI research background.

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Selected work

Publications

  1. Cross-Output Saliency Comparison for Multi-Output Image Regression in Nutritional Estimation

    ICORIS 2026 (IEEE) · First author · Accepted, to appear in IEEE Xplore

    Compared four explanation methods (Grad-CAM, SHAP, LIME, Chefer) on ResNet-50 and ViT-B/16 models that predict several nutrition values from one food photo. LIME separated the outputs most; Chefer barely changed between them.

    Paper link coming soon

  2. Enhancing Decision Tree Performance through Stacking Ensemble Learning for Sentiment Analysis

    Procedia Computer Science (ICCSCI 2025) · Scopus Q2 · Second author

    Decision trees are easy to interpret but weak at sentiment analysis on their own. On IMDB movie reviews, stacking a decision tree with an SVM raised accuracy from 73.46% to 88.08%.

    Read the paper →

About

I'm Jesslyn, a final-year Computer Science student at BINUS University and an iOS developer at the Apple Developer Academy. I chose the AI specialization to understand how AI works, which led to two published papers, but building apps is where I found my focus.

I taught myself Mandarin from zero in high school. Glozi is the app I wish I'd had back then.

Education

Apple Developer AcademyCohort 9 · Learner focusing in iOS development
BINUS UniversityBachelor of Computer Science, Specialization in Intelligent Systems · GPA 3.99/4.00

Experience

Laboratory Teaching AssistantBINUS University · Led weekly C programming labs for 60+ students in Algorithm and Programming, and co-ran labs for 40+ students in Commercializing Emerging Technology

Awards & Honors

Dean's List 2025School of Computer Science, BINUS University
2nd Place, Mandarin News Reading CompetitionPusat Bahasa Mandarin, Universitas Negeri Malang
2nd Winner, Mandarin Storytelling (Zhongwen Bisai 2024)Universitas Negeri Malang

Certifications

NVIDIA Deep Learning InstituteFundamentals of Deep Learning · Building LLM Applications with Prompt Engineering
freeCodeCampBackend Development and APIs · Relational Database · Data Visualization · Front End Development Libraries · JavaScript Algorithms and Data Structures · Responsive Web Design
Harvard CS50Introduction to Python · Introduction to Artificial Intelligence with Python

Languages

English Professional working proficiencyIndonesian NativeMandarin Chinese Advanced proficiency

Say hello

Open to work in iOS, software engineering and AI.

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