Portfolio

I am currently studying at Radboud University in Nijmegen, majoring in Computing Science with a specialization in Data Science and Cybersecurity and a minor in Business Administration. I am also enthusiastic about web development and web design. My aim is to build a career in data science or in a field related to application and web development/design.

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Resume

Technical Skills

Web Dev/Design:

• HTML • CSS • Javascript

• ReactJS • NextJS • TailwindCSS

• NodeJS • Java • PHP

• Symfony • Figma • C/C++

Data Science:

• Python • Pytorch • TensorFlow

• Scala • SQL • Spark

• LangChain • Hadoop • Docker

Data Visualization:

• Matplotlib • Seaborn • SKLearn

• PCA • Pandas • Keras

Work Experience

Project Lead Data Scientist Internship - BigBridge | August 2024 - Present

• Led and developed BigBridge’ first recommendation system for e-commerce, primarily using hybrid filtering alongside clustering, content-based, and collaborative-based methods for better capturing user intent to personalize user experiences and increase engagement

• Enhanced search accuracy and relevance through an AI driven content-based search pipeline with AI Vector and Fuzzy Search, optimized to deliver accurate results even with minimal search queries, complementing the overall recommendation system

Web Developer and Designer Freelancer - Fiverr | July 2024 - Present

• As a skilled freelance web developer and designer on Fiverr, I specialize in creating stunning, user-friendly websites for various needs. I provide personalized solutions to ensure my clients' brands stand out

• Developed customer website for business needs, including recommendation platform and a clothing brand site

Teaching Assistant, Big Data - Radboud University | January 2024 - July 2024

• Mentored students in big data analytics, focusing on Apache Hadoop and Spark frameworks, covering key techniques such as MapReduce, streaming data analysis, and PCA for dimensionality reduction

• Delivered Practical lab sessions on optimization techniques for neural network training such as stochastic gradient descent, parallelism, and layer pipelining, highlighting tools like RDDs and structured streaming

Software Engineer - GipHouse | January 2024 - June 2024

• Designed and implemented Edufort Educational Privacy Portal, developing a cybersecurity and privacy web application utilizing PHP, Symfony and Doctrine. Client successfully deployed the application without any issues

• Managed routine database updates, conducted Database and Application testing and developed Symfony commands for automation

Organization Experience

President - PPI Nijmegen | September 2023 - September 2024

• Served as the peak person for Indonesian Students in Nijmegen, overseeing a community of over 200 active members

Educatie Committee - Thalia | October 2022 - June 2024

• Activity organizes events relating to the Computing Science major

Sports Division - PPI Belanda | December 2022 - October 2023

• Sports division in the Indonesian students association in the Netherlands which organizes the biggest sports events for Indonesian Students in the Netherlands "Cup Orange 2023"

Vice President - PPI Nijmegen | October 2021 - October 2022

• Served as the vice president for Indonesian Students in Nijmegen, second in command in the organization