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A collection of projects I've worked on
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Research
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Competition
Dashboard monitoring agriculture Indonesia
Invited in faculty research to build deep learning projects in the field of agriculture. The project aims to monitor Indonesia's agricultural conditions and predict crop yields through AI-based data analysis.
Project Gastronomi
Build ai project focusing on food culture. Still development
Personal website
My personal website for portfolio with retrieval information chatbot about myself. Also blog with MDX
Website
Code
Document summarization
Final project semester 3 Text Mining. LLM Powered document summarization using Next js and LLama 3.3
Code
Monitoring Stunting Webapp
Competition project healthkathon ai 2024 kemenkes (qualify for the preliminaries). Build generative ai with steamlit that prevented stunting baby and monitoring the progress
Website
Code
Malware prediction project
Final project semester 3 machine learning, focusing on developing a machine learning model to predict and classify malware using multiple ensemble learning techniques.
Code
Guess The Word game
Project Gemastik cabang teknologi game. word guessing game using NLP approach, using Indonesian glove corpus and cosine similarity calculation.
Code
CNN Rock Scissor Paper
Project submission dicoding machine learning untuk pemula
Code
Chatbot Kelurahan Keputih
Is Pengmas project (pengabdian masyarakat) building a chatbot for document management in keputih urban village. I led a team to develop chat backend for campus research, developed a chatbot backend integrated via node js website and telegram bot.
Life expectancy analysis
Final project semester 1, statistic, linear regression research on life expectancy from dozens of countries around the world.
Code
Paper
Anime recommendation web app
Building fullstack anime recommendation with machine learning recommendation
Code
Forecasting Indonesia renewable energy
Final project semester 2 applied statistics to build forecasting for SDGs, time series forecasting for renewable energy in Indonesia using the ARIMA model
Code
Data Engineering dashboard System
Build data engineering monitoring system for final project programming on semester 3. Developed a dashboard system to visualize and manage ETL (Extract, Transform, Load) workflows using Flask and Apache Airflow.
Code
Dashboard d3js
Build sales dashboard for final project data visualization on semester 3. Providing insight in multiple chart maps and insight to make wise decision
Code