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CaseWork

12+ Projects

Selected Cases

Case by case

01LLM

Stock Multi-Agent Financial Analyzer

Financial analysis platform combining an LLM Gateway with Playwright browser automation. Multi-agent collaboration (news / finance / trader / data) with Safety Guard and full artifact traceability.

  • FastAPI
  • Playwright
  • React
  • OpenAI
02Deep Learning

Maritime – High‑Risk & Anomaly Prediction

Integrated national weather, vessel static data, and real‑time AIS streams into ClickHouse and deep learning to predict grounding and anomalous behaviors and help prevent maritime incidents.

  • Deep Learning
  • Streaming
  • SQL
  • Structured & Unstructured Data
03Deep Learning

Disrupted Time-Series Forecasting under COVID-19

Compared SARIMA, Holt-Winters, and Prophet under COVID-19 disruptions. Designed three experimental groups (excluding / including / post-COVID data) to quantify the impact of external shocks on time-series forecasting.

  • Python
  • SARIMA
  • Prophet
  • Holt-Winters
04Algorithm

Slot Game Engine & Probability Optimizer

3×3 slot game engine combining Monte Carlo simulation with heuristic search to auto-optimize reel configurations under RTP 95% and win rate ≥ 55% constraints. Full-stack implementation with FastAPI backend and React frontend.

  • Python
  • FastAPI
  • React
  • Monte Carlo
05LLM

AutoLLM — No-Code RAG Chatbot Platform

Production-grade RAG platform with document upload, vector retrieval, multi-LLM switching (OpenAI / Gemini / Claude), dual-layer Redis + PostgreSQL storage, and Docker microservice deployment.

  • FastAPI
  • Next.js
  • PostgreSQL
  • pgvector

OPEN SOURCE

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