New Way Capital Advisory

Data Scientist

https://talent.gravityer.com/new-way-capital-advisory

Bringing Cutting-Edge AI-Powered Portfolio Intelligence to Wealth Management — For Transparency, Sophistication & Improved Client Experience

New Way Capital Advisory Limited

Key Strengths

Demonstrated interest in Data Science and AI/ML through multiple personal projects.
Experience with Python and R, key languages for Data Science.
Practical application of ML models for financial market analysis (e.g., SPY market stress detection, AI portfolio optimizer).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong entrepreneurial spirit and self-driven learning, which can be a positive cultural fit. However, the projects are predominantly personal and financial-market focused, which might limit broader applicability without further experience. The experience level is 0, and the only listed professional experience is current and started recently, making it difficult to assess team collaboration or corporate environment fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Tianning-lab.github.io

March 25, 2026 – Present

New Way Capital Advisory — Blog & Resources

View Project

property-comps-mcp-server

March 22, 2026 – Present

MCP server for property comparable sales across 11 global markets. 4.2M+ government-recorded transactions. Works with Claude Desktop and Claude Code.

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property-comps-mcp

March 21, 2026 – Present

MCP server for property comparable sales across 11 global markets. 4.2M transactions from government registries.

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global-property-intelligence

March 20, 2026 – Present

Cross-market property analytics engine. 11 markets, 48M+ government-sourced transactions, unified schema, 20 analytics modules.

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nwca-status

January 9, 2026 – Present

NWCA API Status - Real-time uptime monitoring and incident history for New Way Capital Advisory's financial analytics API

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MomentumFlowAI

December 25, 2025 – Present

Real-time AI-Powered Trading Signals for S&P 500 - Confluent Hackathon 2025

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spy-ml-stress-detection

October 24, 2025 – Present

Machine Learning model for SPY market stress detection using 72+ technical indicators

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Wealth-Coach-Tianning

August 30, 2025 – Present

Wealth Coach interactive Chatbot

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AI-portfolio-optimizer-Tianning

August 29, 2025 – Present

Streamlit AI portfolio optimizer

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Portfolio-Optimization-

August 28, 2025 – August 28, 2025

enter Tickers, time frame - output

View Project

Key Strengths

Demonstrated interest in Data Science and AI/ML through multiple personal projects.
Experience with Python and R, key languages for Data Science.
Practical application of ML models for financial market analysis (e.g., SPY market stress detection, AI portfolio optimizer).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.

New Way Capital Advisory

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit