Internship project · Victory Securities · 2026

Portfolio Analytics & Asset Analysis System

Investment analytics · Financial data · Decision support

A multi-user analytical system designed to bring changing holdings, transactions, market data and risk indicators into one decision-support workflow.

PythonPostgreSQLPortfolio analyticsFinancial data

Portfolio analytics dashboard with account overview and risk-monitoring navigation — Asset Analysis Dashboard · sensitive account values are hidden

01 / The challenge

Making fast-moving portfolio information decision-ready.

Private-account holdings, transactions and market signals change quickly. The system consolidates that movement into reliable daily views while keeping each user's information isolated.

02 / What the system does

Portfolio monitoring

Bring holdings, transactions, NAV, returns and risk indicators into a consistent account view.

Market data pipelines

Standardize prices, benchmarks, flows, safe-haven assets and credit-spread inputs.

Sentiment scoring

Translate cross-market factors into a structured 14-factor sentiment view.

Screening & evaluation

Support Hong Kong equity shortlisting and six-dimension IPO evaluation.

03 / Workflow

01Collect

02Standardize

03Analyze

04Score

05Monitor

Supporting documents

Victory Securities WIE Working JournalPDF · project process, architecture and reflection

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