Python / CLI / RAG / Tool Use / Validation Gates / Markdown Vault / LaTeX-PDF Pipeline / Docker

Open-source Project | Core Developer | Jun 2026-Present | 347 commits | Apache-2.0

• Designed and implemented a local/server research operator that unifies literature retrieval, research planning, bounded experiments, validation gates, Markdown memory, and publication artifact generation into one reproducible workflow.
• Built an evidence-first execution loop with review gates, runtime checks, failure records, and rollback-aware quality control, making AI-generated research outputs traceable and auditable.
• Implemented CLI workflows for setup, service orchestration, and autonomous research loops, enabling local workstation use and server-side continuous execution.
• Maintained a 347-commit Apache-2.0 repository with 110 Python source files, 105 test files, CI workflow, Docker/deploy assets, and documentation across 20 source areas.

Python / JSONL / Prompt Templates / Validators / Exporters

Open-source Project | Independent Developer | May 2026 | MIT

• Built a lightweight Python pipeline to generate multi-turn chat datasets from scenario definitions, role settings, conversation length, tone, and output format.
• Added validation, filtering, privacy checks, quality-control logic, and metadata recording so generated records are easier to audit and reuse for LLM evaluation or fine-tuning experiments.
• Structured generator, validators, exporters, schema, and tests as a modular codebase for future prompt templates, provider adapters, and export formats.