Project 01
AGF Cargo - International Plant Cargo Management
Enterprise cargo management system for ornamental plant logistics built on Odoo 17 with custom Python modules, PostgreSQL, and Docker deployment.
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Projects
Things I've built.
A collection of projects and experiments - algorithms, ML systems, and tools.
Project 02
Indonesian Province Data Dashboard
Interactive Plotly Dash dashboard exploring associations between cigarette spending, nutrition, poverty, protein intake, and digital adoption across Indonesian provinces.
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Project 03
Overfitcheck - CNN & RNN from Scratch
Implements CNN image classification and image captioning encoder-decoder from scratch using only NumPy. Includes LocallyConnected2D, LSTM cells, greedy decode, beam search, Grad-CAM, and backward propagation via tensor autograd.
Project 04
NuRNA - RNA Secondary Structure Prediction
Predicts RNA secondary structure across families using the Nussinov dynamic programming algorithm. Research project for IF3211 Domain-Specific Computation at ITB.
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Project 05
Pontek1 - Feed-Forward Neural Network from Scratch
Full implementation of a feed-forward neural network (FFNN) from scratch using NumPy for IF3270 Machine Learning, with forward pass, backpropagation, and activation functions.
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Project 06
mDBMS - Distributed Database Management System
Distributed DBMS built from scratch with client-server architecture. Implements SQL commands, concurrency control, failure recovery, query optimization, and multi-module storage management.
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Project 07
Scraper Novel
Python tool to scrape and organize novel chapters from Bilibili readlists using Chrome automation. Supports optional DeepSeek API translation to multiple languages.
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Project 08
Akal Imitasi - ML from Scratch
Implements Decision Tree (ID3, C4.5, CART), Logistic Regression with SGD, and SVM (OvA, OvO, DAGSVM) from scratch in Python for student dropout prediction classification.
Project 09
AI-Hoshino - Weekly Class Scheduling Solver
Intelligent class scheduling system using local search algorithms (hill climbing, simulated annealing, genetic algorithm) to solve constraint-based weekly timetable optimization.
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Project 10
CV ATS - Applicant Tracking System
CV-based applicant tracking system using KMP, Boyer-Moore, and Aho-Corasick pattern matching with Levenshtein distance for keyword similarity. Parses PDF CVs and surfaces ranked matches for recruiters.
Project 11
Rush Hour Solver
Interactive web app to solve Rush Hour puzzles using Greedy Best First Search, Uniform Cost Search, and A* pathfinding. Built with Next.js and React, featuring step-by-step animation and algorithm comparison.
Project 12
TSP Solver
Command-line Travelling Salesman Problem solver using Bitmask Dynamic Programming in Scala. Features dual input modes, ASCII table display, optimal tour breakdown, and execution time measurement.
Project 13
Little Alchemy 2 Recipe Finder
BFS/DFS-based recipe finder for Little Alchemy 2 with multithreading support and tree visualization. Full-stack web app with React.js frontend and Golang backend.
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Project 14
Pascal-S Compiler
Compiler for the Pascal-S language subset using DFA-based lexical analysis. Implements lexer (tokenization), parser (syntax analysis), and an interactive web interface for compilation.
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Project 15
Quadtree Image Compressor
Image compression via divide-and-conquer quadtree decomposition in C++. Supports multiple error metrics (variance, MAD, MPD, entropy, SSIM) and generates GIF animation of the compression process.
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Project 16
Robocode Tank Royale - RayapBesi Bot
Combat robot AI for Robocode Tank Royale implementing greedy movement and targeting algorithms to survive and maximize score against competing bots.
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Project 17
IQ Puzzler Pro Solver
Finds all solutions to the IQ Puzzler Pro game using a brute force algorithm. Supports both GUI and CLI modes built with Java and JavaFX.
Project 18
ALGEO - Image & Audio Information Retrieval
Information retrieval system for images and audio using linear algebra techniques. Built for IF2123 Linear Algebra and Geometry at ITB.
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Project 19
Signance - Personal Finance Manager
Personal finance manager built with Python and PyQt5. Track transactions, set savings goals, and manage budgets - with filtering, categorization, and a multi-user login system backed by SQLAlchemy.
