Software Engineer・AI Systems Engineer · LLMO · WebRTC · Context Engineering
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persona-hub
May 24, 2026 – Present
Lightweight persona evaluation SDK + thin persistence API for cross-service personality profiles
View Projectspeech-habit-lens
May 22, 2026 – Present
1分間スピーチの癖を AmiVoice ESAS × LLM の三層解析で可視化するCLIツール
View Projectdomain-pre-flight
May 7, 2026 – Present
Pre-flight checks before registering a domain for a new site or app: name structure, TLD risk, past content history, and an aggregate go/no-go verdict.
View Projectbook-babel
May 7, 2026 – Present
Autonomous translation framework for technical books and long-form articles — structure-preserving, glossary-locked, LLM-native pipeline for multi-language publishing.
View Projectcontext-engineering-benchmark
March 29, 2026 – Present
Context Engineering benchmark: measuring LLM response quality across 5 context strategies with fictional tools
View Projectexcess-vocabulary-ja
March 26, 2026 – Present
Excess Vocabulary in Japanese AI-Generated Text: A Cross-Model Analysis
View Projectai-text-slop
March 22, 2026 – Present
AI Text Slop: A Quantitative Study of Stylistic Convergence Across Six Language Models in Japanese Technical Writing
View Projectai-blue-color-bias
March 22, 2026 – Present
AI Blue: Systematic Color Recognition Bias in Vision-Language Models — Experiment code, data, and paper
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards AI/ML research and academic writing (TeX), with a strong focus on Python. While this demonstrates intellectual curiosity and self-driven learning, there is a notable lack of projects directly related to frontend development, which is the target role. The diversity of project types is limited to personal research, and there's no evidence of team collaboration or open-source contributions. This suggests a potential mismatch with a typical product-focused frontend development team culture.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's projects are primarily research-oriented and personal, offering limited insight into collaborative work or communication styles.