projects
side awork and research
I designed and built the website for MONDO Creation, a gender-neutral outerwear label from Bandung. It tells the brand story and shows the collection, with a product catalog the owner updates herself through a headless CMS. Buying happens on Shopee and sizing questions go to WhatsApp, so there is no checkout to maintain — the site’s job is to make the clothes look good and load fast. It is statically built and rebuilds on its own a couple of minutes after a product is published.
- recorded at
- MONDO Creation, 2026
- instruments
- Astro, Sanity CMS, TypeScript, Cloudflare Pages
- status
- Ongoing
Developed an AI-driven reporting engine for DEUS Human Capital to make personality assessment reports more personal and engaging. Instead of using generic templates, I connected psychometrics with Generative AI to analyze 32 traits. I designed prompts and reliable workflows so the AI produces accurate, easy-to-read behavioral reports that truly help individuals understand their strengths.
- recorded at
- DEUS, 2026
- instruments
- Generative AI, Prompt Engineering, Python, Pipeline Automation, Psychometric Analytics
- status
- Completed
As someone who loves logic puzzles, I chose the puzzle game 'Tango' for my Bachelor Thesis. I wanted to see how different computer algorithms solve grid-based puzzles, so I built and compared two methods: Backtracking and Simulated Annealing. To make the concepts accessible, I also created an interactive web solver where users can play, test algorithms, and see how the computer finds solutions step by step.
- recorded at
- Thesis, 2026
- instruments
- Python, CSP, Simulated Annealing, Backtracking, PyGame
- status
- Completed
Interested in using technology for sustainability, I worked on machine learning models to help optimize Black Soldier Fly (BSF) farming for organic waste processing. Curious about modern AI tools, I experimented with ChatGPT and Google Vertex AI to prepare synthetic data and train predictive models. I also built a live web dashboard so users can easily test farming variables and see predicted outcomes.
- recorded at
- TalentSource, 2025
- instruments
- Google Vertex AI, ChatGPT, Machine Learning, Data Analysis, GenAI Platforms
- status
- Completed
generative ai & prompt engineering workshop
teaching
talentsource, 2025 – now
Designing and delivering technical workshops in Bahasa Indonesia to democratize access to AI tools. Teaching Prompt Engineering techniques to corporate clients and institutions including Telkom, TelkomMedika, TelkomMetra, ADPI, and KWI.
- recorded at
- TalentSource, 2025 – now
- instruments
- GenAI Tools, Prompt Engineering, Education, Technical Communication
- status
- Ongoing
overhauling and updating talentsource website
web
talentsource, 2025
Accelerated web development lifecycle by leveraging Generative AI tools (v0, Bolt.new, Gemini CLI) to overhaul and modernize the company website and digital presence.
- recorded at
- TalentSource, 2025
- instruments
- v0, Bolt.new, Gemini CLI, GenAI Design Tools
- status
- Completed
side bmade for fun, or for class
As a musician, I often experienced how inconvenient it is to change song keys on the fly during band rehearsals. To solve this, I built a web tool that automatically transposes chord charts and detects musical keys. I combined music theory, like the circle of fifths, with code to handle sharps and flats properly. It also supports multiple notation formats such as Roman numerals and Nashville numbers.
- recorded at
- Side project
- instruments
- Python, Tkinter, Flask, HTML/CSS, TypeScript
- status
- Completed
An end-to-end implementation of machine learning using the Wine Quality dataset from UCI ML Repository. Performed exploratory data analysis, preprocessing, and model evaluation.
- recorded at
- On my own
- instruments
- Python, Machine Learning, Data Analysis, Scikit-learn, Pandas, NumPy
- status
- Completed
A web-based Information Retrieval system demonstrating TF-IDF (Term Frequency-Inverse Document Frequency) algorithm for document ranking and search.
- recorded at
- On my own
- instruments
- JavaScript, HTML/CSS, TF-IDF, Search Algorithms
- status
- Completed
An educational web application demonstrating rainbow table attacks on password hashes for learning cryptographic vulnerabilities and password security.
- recorded at
- On my own
- instruments
- JavaScript, HTML/CSS, Cryptography
- status
- Completed
portfolio website
web
The website you’re on right now, designed like a record sleeve. Pick a key in the footer to recolour it. Built with Next.js, TypeScript and Tailwind CSS.
- recorded at
- On my own
- instruments
- Next.js, TypeScript, Tailwind CSS, React
- status
- Ongoing