Arya D.

Key Skills

Software

Other

Top Subject Matter

Algorithmic trading signal research and LLM-based multi-agent decision support (XAU/USD, Binance Futures, MT5, TradingView)

Content management systems for text articles (CMS, blog publishing)

News article text summarization web app

Top Data Types

Text

Top Task Types

Fine-tuning

Text Summarization

Freelancer Overview

Project Team Lead (Internship). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Information Systems, Universitas Dian Nuswantoro (UDINUS) (2025). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Fine-tuning, Computer Programming, and Coding.

Labeling Experience

Algorithmic Trading Systems — Independent AI/ML and labeled-signal research (2024 – Present)

OtherFine-tuning

Built an AI multi-agent trading system that uses an LLM and integrates with TradingView via MCP to drive trading decisions. Performed machine learning research using XGBoost with meta-labeling and Triple Barrier labeling to develop scalping signals from market data. Implemented Pine Script v5 indicators and Python trading/bot components to support labeled-signal generation and strategy evaluation. • Engineered LLM-powered multi-agent workflow (Technical, Fundamental, Financial, Mediator) for signal reasoning. • Applied XGBoost with meta-labeling and Triple Barrier labeling on a 3-year XAU/USD dataset. • Developed Pine Script v5 tools for Supply/Demand + Hull Moving Average and EMA breakout/retest/reject strategies. • Implemented Binance Futures execution bot and an MT5 forex trading agent with monitoring dashboard.

2024 - Present

Angkringan Omaci Order Management App — Independent project (Mar 2024 – Aug 2024)

Other

Developed an order management application for a food business using Flutter to streamline ordering flows. Implemented a modern, mobile-friendly interface and supporting app logic to manage orders and user interaction. While not classic AI labeling, the work includes building structured data handling for transactional UI states. • Built order management features and streamlined ordering process. • Implemented mobile-friendly UI/UX with Flutter. • Managed structured order-related data within the app.

2024 - 2024

Summerize Website — Independent project (Oct 2023)

OtherTextText Summarization

Built a website that generates concise summaries of news articles. Implemented an end-to-end workflow that takes article text as input and outputs shortened summaries for user consumption. This project required developing and integrating text processing logic for summarization. • Implemented article summarization pipeline for news content. • Designed UI and request/response flow for summary generation. • Handled text ingestion and formatting for summarization. • Delivered a deployed summarization web experience.

2023 - 2023

Create CMS Personal Blog — Independent project (May 2023 – Aug 2023)

Other

Developed a personal CMS blog system to manage and display dynamic text content. Implemented content workflows using Sanity to structure articles for retrieval and presentation. This work involved building code paths that support content generation and summarization features for end users. • Built CMS capabilities using Sanity for dynamic content management. • Implemented front-end and content integration to enable article viewing and editing. • Structured article fields to support downstream text operations. • Delivered a deployable web application for content publishing.

2023 - 2023

Education

Work History