The Invest Owl
Data-driven capital market research platform engineered to track market dynamics, institutional sentiment, and valuation trends across Indonesian equities.
4 Production Systems Live
Semarang, Indonesia
Engineering Exhibition & Live Mesh Capital Market Platforms & Legal Informatics Systems.
A dedicated showcase of live systems, high-speed ingestion engines, and quantitative intelligence tools engineered for Indonesian capital markets and legal jurisprudence.
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Production Systems & Projects
Curated live platforms, legal-tech engines, and quantitative intelligence tools engineered from Semarang, Indonesia.
O-Crawler
High-speed legal data ingestion engine crawling regulations (peraturan.go.id), Supreme Court decisions (MA RI), and Constitutional Court rulings (MK RI) with anti-WAF TLS impersonation and zero-egress Cloudflare R2 streaming.
OWLEXIA Legal AI
Autonomous legal intelligence agentic AI for Indonesian statutory law reasoning, jurisprudence retrieval, and automated legal compliance analysis.
SMtracker
End-to-end data pipeline auditing smart-money (bandar / foreign) accumulation to statistically evaluate price trajectory in Indonesian stocks.
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Technical Architecture
Engineering disciplines, infrastructure patterns, and tools deployed across production systems.
Data Engineering & Pipelines
Turning raw, noisy web and market data into reliable pipelines
- Python 3.11+
- FastAPI
- Pandas
- ETL Architecture
- Web Crawling & Scraping
- SQL & Relational Models
- REST API Design
Quantitative & Machine Learning
Empirical modeling and exploratory financial analytics
- Predictive Modeling
- scikit-learn
- IDX Capital Market Analysis
- Smart Money Tracking
- Time Series Analysis
- Data Visualization
Legal Informatics & Research
Intersection of statutory law, judicial corpus, and automation
- Court Decision Mining
- Legal Corpus Extraction
- Indonesian Statutory Analysis
- Regulatory Research
- Document Structuring
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About the Builder
Engineering capital market platforms with a legal scholar's precision.
I am Arya Rifki (sugarate), an independent developer and undergraduate law student based in Semarang, Indonesia. I design and build production-grade systems that solve complex data problems in Indonesian capital markets and statutory jurisprudence.
My work bridges distributed web crawling, market microstructure auditing, and legal informatics. Every system is built on one core premise: high data integrity, minimal speculative noise, and robust automation.
Analysis grounded in verified data, not speculative gut feeling.
System Specs
- Primary Focus
- IDX Analytics & Legal AI
- Core Stack
- Python, FastAPI, Next.js, Cloudflare
- Academic Path
- Bachelor of Laws (LL.B.)
- Architecture
- Zero-bloat & Reproducible
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Experience & Path
Academic milestones and independent engineering journey.
Data & Automation Engineer
Engineering autonomous data pipelines, IDX market screeners, and quantitative research platforms for Indonesian equities.
Bachelor of Laws (LL.B. Candidate)
Undergraduate law studies focusing on statutory frameworks, judicial precedence, and corporate governance in Indonesia.
Legal-Tech & Open Data Contributor
Authored and published scrapers and analytical tools unlocking publicly accessible legal and financial datasets for developers.
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Let's Connect
Interested in deploying similar data architectures, collaborating on market research, or discussing legal-tech systems? Feel free to reach out directly.