Tauric Tyche Projects
Tauric Tyche Projects
Tauric Tyche Projects
Automated LQ45 stock analysis — powered by multi-agent AI (Qwen2.5:7b) running on local NVIDIA Tesla P4 GPU.
Latest Report
- Date: 15 Agustus 2026
- Model: Qwen2.5:7b-instruct-Q4_K_M
- Stocks analyzed: 47/47 LQ45 ✅
Key Findings
| Sector | Avg P/E | Avg ROE | Verdict |
|---|---|---|---|
| Consumer Cyclical | 6.9x | 68.6% | 🔥 Hot |
| Financial Services | 8.5x | 15.9% | 💎 Undervalued |
| Industrials | 3.3x | 3.9% | ⚠️ Value trap |
| Consumer Defensive | 9.8x | 35.1% | 🟢 Stable |
Top BUY Signals
| Ticker | Price | P/E | ROE% | Reason |
|---|---|---|---|---|
| BBCA | Rp 6,350 | 13.5x | 21.8% | Bank top quality |
| BNGA | Rp 1,655 | 6.1x | 12.0% | Undervalued bank |
| INDF | Rp 7,425 | 6.8x | 12.1% | Consumer value |
| INTP | Rp 5,325 | 7.5x | 10.7% | Momentum strong |
| JPFA | Rp 2,320 | 5.3x | 27.8% | Value + quality |
| JSMR | Rp 2,730 | 5.7x | 7.7% | Infrastructure value |
| PTBA | Rp 2,360 | 8.1x | 14.4% | Coal value play |
| TOWR | Rp 390 | 5.7x | 16.1% | Tower value |
How It Works
- Data: Yahoo Finance (yfinance) — 3 months daily prices
- Analysis: TradingAgents multi-agent pipeline (market → news → fundamentals → risk)
- Model: Qwen2.5:7b-instruct-Q4_K_M on Ollama (Tesla P4 GPU)
- Output: Per-stock markdown reports + comparison table + PDF with charts
Repository
All reports are open source on GitHub:
👉 github.com/kangifaz/tyche_project
Weekly Schedule
Reports generated every Sunday night (UTC+7). Covers all 45 LQ45 stocks across 10 sectors.
Generated by TauricResearch | Qwen2.5:7b | Tesla P4 GPU ~ Kang Ifaz