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Stanley Lawrence Sie

@stanleylawrencesie

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Full-stack web engineer merging production systems with AI research.

Indonesia

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What I'm looking for

I seek roles where I can own end-to-end product features, apply AI/ML research to production, and collaborate in data-driven, impact-focused teams that value automation and continuous delivery.

I am a full-stack web developer with 4+ years building scalable applications and a strong research background in AI, particularly facial and micro-expression work. I bridge engineering and research to deliver measurable business outcomes.

At Expedock I engineered high-throughput systems, integrated LLMs into ingestion pipelines, and open-sourced Pyaccelsx — a Rust-backed Python library for Excel export that achieved up to 5x faster performance and lower memory usage.

My work history includes end-to-end ownership of features, workflow optimization using OCR and automation, and expanding automated test coverage to reduce regressions. I also developed NLP frameworks for large-scale social media analysis to support policy research.

I hold an M.S. in Computer Science with thesis work on synthetic micro-expressions and graduated magna cum laude in my B.S. studies. I enjoy solving real-world problems through pragmatic engineering, research-driven solutions, and cross-functional collaboration.

Experience

Work history, roles, and key accomplishments

Software Engineer II

Expedock Software, Inc.

Jul 2025 - Oct 2025 (3 months)

Engineered a custom SMTP server to eliminate ingestion bottlenecks and integrated LLMs + OCR into document ingestion workflows to enable structured data extraction and reduce processing costs.

Python LLM Rust Performance Optimization CI CD AWS

Software Engineer

Expedock Software, Inc.

Jan 2024 - Jun 2025 (1 year 5 months)

Built and open-sourced Pyaccelsx (Python wrapper over Rust) achieving up to 5x faster Excel exports, led OCR-powered workflow optimizations, and expanded automated test coverage to reduce regressions.

Python Rust Pyaccelsx Test Automation Git Docker

Research Assistant

Asian Development Bank

Mar 2022 - Sep 2022 (6 months)

Developed an NLP framework to analyze large-scale social media datasets to inform policy and led workshops that increased adoption of text analytics methods among stakeholders.

NLP Python Text Analytics Data Analysis Workshop Facilitation Research Git

Software Developer Intern

Cobena Business Analytics & Strategy Inc

Jan 2020 - Jun 2020 (5 months)

Built a geospatial analysis web app with Google Maps integration and optimized vector tiling for choropleth maps, improving load times and client decision-making for site selection.

JavaScript Google Maps Geospatial analysis Vector Tiling Web Development Performance Optimization