Financial market analysis, algorithmic trading development, and engineering notes.
Turnaround verification with Q1 2026 operating profit of ₩113.3B (20.3% margin). Valuation re-rating thesis backed by TL global launch, Aion 2 momentum, and attractive PEG ratio (0.16x).
Comparative analysis of 2026 valuations, global tour monetization, margin profiles, and growth catalysts across major K-Pop entertainment companies (HYBE, JYP, YG).
World #1 CRM SaaS trading at historical low valuation multiples (FWD P/E 12.8x) down -32% YTD due to SaaSpocalypse fear, while Agentforce AI ARR reaches $1.2B (+205%). Tactical buy on dips.
A turnaround phase as two years of restructuring transition into profitability. FY26 H1 RoTCE of 13% early exceeds guidance (10-11%), narrowing the lowest valuation discount among peers.
KOSPI plunged 5.12% to 6,257.45 while KOSDAQ gained 2.44% to 737.35. Combined net selling by foreigners (-2.82T KRW) and institutions (-1.95T KRW). Tactical scenarios ahead of key US labor market reports.
We thoroughly reviewed the 7 failure types that occurred in the LangAlpha analysis pipeline last week and fully implemented the quality improvement master plan determined in the actual code. In this task, to avoid compromising the stability of the production system, instead of blindly merging the entire trunk, we cherry-picked only the core CMDP implementation PR #312 and...
Consolidated master research report analyzing KOSPI -37.9% drawdown, Samsung & SK Hynix 107% rally attribution, upward EPS revisions vs 4.4-4.7x FWD P/E, and 10 bottom rebound indicators.
In-depth research report on ABBV following EU Commission approvals for Rinvoq and raised $31.6B Skyrizi+Rinvoq guidance. Tiered entry strategy for post-earnings pullbacks.
Tim Cook's final earnings call before Apple crosses $5T market cap. In-depth analysis of consensus estimates, financial performance, technical indicators, valuation, and investment strategy.
On July 28, KOSPI plunged 10.84% and KOSDAQ dropped 7.72%. While foreign net selling in KOSPI spot equities expanded to 4.50 trillion KRW, foreign investors net bought 5,019 contracts in KOSPI200 futures, presenting divergent spot and futures signals.
On July 24, Kospi and Kosdaq fell by 5.72% and 5.32% respectively, and foreign and institutional investors in Kospi sold a combined KRW 52 trillion. This week is a period to check whether spot and futures supply stabilizes amid expectations for semiconductor earnings and debates about market peaks.
KOSPI and KOSDAQ rebounded yesterday, but foreign investors remained net sellers on KOSPI for two consecutive sessions and were net sellers of KOSPI200 futures, leaving the quality of the rebound subject to further confirmation.
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