I'm an aspiring AI Engineer exploring AI systems from experimentation to real-world applications.
Recently, I've been focusing on reliable evaluation of LLM/RAG systems and reusable AI capabilities that can be integrated across different services.
- π 3rd-year AI major at Kyung Hee University
- π€ Interested in LLM Applications, RAG, Agentic AI & AI Systems
- π Interested in going beyond implementation through evaluation and experimentation
- π Working mainly with Python, FastAPI, PyTorch & React
π TrustDoc RAG
RAG retrieval system focused on reliable evaluation
- Dense / BM25 / Hybrid Retrieval / Cross-Encoder Reranking
- 35-query Frozen Held-out Evaluation & Bootstrap Analysis
- 28 retrieval failure cases manually analyzed against original PDFs
π RoomFit
AI-powered 3D interior recommendation service
- LLM-based intent interpretation + deterministic placement validation
- Team Leader, coordinating AI / Frontend / Backend
- π 2026 AIΒ·SWμ€μ¬λν λμ§νΈ κ²½μ§λν μμ β SWλΆλ¬Έ μ°μμ/μΈκΈ°μ
Academic club intranet renewal project
- Education Lead & Project Manager
- Coordinating requirements across Frontend / Backend / Design
- Frontend Β· Backend
| Date | Competition | Award |
|---|---|---|
| 2023.10 | Kyung Hee Univ. Khuthon (Hackathon) | π₯ 3rd Place |
| 2023.11 | Kyung Hee Univ. SW Festival | ποΈ Junior Award(Best among Underclassmen) |
| 2023.12 | Kyung Hee Univ. AI+λνκ΅μ‘ (Ideathon) | π₯ 2nd Place |
| 2026.05 | Kyung Hee Univ. Γ Upstage ICAC 2026 (AI Challenge) | π Special Award |
| 2026.08 | AIγSWμ€μ¬λννμν 2026 AIΒ·SWμ€μ¬λν λμ§νΈ κ²½μ§λν | π₯ 3rd Place & π Peopleβs Choice Award |
-
λμΉνμ΄λ‘ μΈν μ /μΆκΈ λ΄μ μ 리 μ μ° λ°©λ²μ μ 곡νλ κ°κ³λΆ μμ€ν
- Korean Patent No. / Application No. 10-2024-0003456
- Inventor & Applicant: Jeongan Shin
- Settlement-aware personal finance system for Dutch-pay transactions
- Registered
(Sep 2026)
- ν¬μ λμ§ν, SIμ¬μ
ν Intern
(Oct 2025 β Dec 2025)
- Student, Kyung Hee Univ. SW College
(Mar 2022 β ) - KHUDA 2nd (DA/AI Club), Computer Vision Track
(Aug 2022 β Feb 2023) - UMC 5th, Web Track & Avab Frontend Team
(Sep 2023 β Feb 2024) - 2026 Jeju Global Space Forum, Climate & Energy Tech Track
(Feb 2026) - KHUDA 9th (DA/AI Club), AI Engineer Track
(Mar 2026 β Jul 2026) - D.COM, Education Lead & Intranet Renewal PM
(2026 β ) - LG Aimers 9th, Phase 1 Education & Phase 2 Hackathon
(Jun 2026 β Sep 2026)
- Email: jashin0607@gmail.com
- GitHub: @SJA-03