SihyeonJeon

AI Modeling · AI Engineering

fall in love with the problem, not the solution.

• SeoulTech · Applied Artificial Intelligence + Industrial Engineering
• Data Science · AI Engineering
• Focus: Agentic Systems

Site: https://sihyeonjeon.github.io

Work

• industrial-rag-gate: industrial manual QA evaluation, citation checks, safety escalation, review packets.
• p2p-replay-gate: purchase-to-pay workflow replay, agent action gates, audit reports.
• replenishment-policy-gate: demand forecasting, base-stock simulation, service-floor checks, SKU failure reports.
• tool-tax: tool catalog measurement, schema token reports, MCP/OpenAPI risk lint.
• site-voice-packs: SITE.md / VOICE.md context files, source-term checks, visible HTML comparison.
• Modulation-aware-key-estimator: applied audio ML artifact, region-wise key inference, CLI/API surface.

Stack

• Python
• PyTorch
• scikit-learn
• pandas
• FastAPI
• SQL
• GitHub Actions