Data Scientist
Quant Analysis
Experienced in deriving actionable insights on market behaviour using machine learning, time series analysis, and deep learning methods(e.g., LSTM, Random Forest, attention mechanisms). Proficient in various programming languages and tools, including Python, R, Solidity, MySQL, and D3.js for data visualisation. Skilled in analyzing global and crypto markets with diverse economic indicators, underpinned by a solid understanding of macroeconomic concepts. Experienced in DeFi protocols—with hands-on ability to collect and process on-chain data via APIs and identify arbitrage opportunities between centralized (CEX) and decentralized (DEX) exchanges. Highly self-motivated, adaptable, and ready to tackle impactful projects under pressure with a productive team.
Experience: 2 years
Yearly salary: $72,000
Hourly rate: $25
Nationality: 🇨🇳 China
Residency: 🇸🇬 Singapore
Experience
Investment Analyst Intern
Shenwan Hongyuan Securities Co.,Ltd 2024 - 2025
Utilized diverse time-series techniques to identify correlations between Bitcoin’s trading volume and volatility. Analyzed the cryptocurrency industry using multiple on-chain indicators, including Bitcoin Dominance, active addresses, long-term holder supply, and MVRV. Performed cross-asset analysis of the crypto market, focusing on Bitcoin ETFs, CME Bitcoin futures, and crypto-related U.S. and Hong Kong equities. Closely monitored U.S. regulatory developments impacting the cryptocurrency sector, including policy updates and relevant laws and regulations.
Research Intern
CoinMarketCap 2023 - 2023
Contributed to the creation of the company’s monthly reports, including in-depth analyses of cryptocurrency markets, NFT trends, and the development of Layer 1 and Layer 2 solutions. Utilized Python, D3.js, and other data visualization techniques to design interactive plots, charts, and animations for presenting complex data insights. Delivered presentations during company-hosted live sessions, effectively communicating report findings to audiences and promoting understanding of market trends. Collaborated with project teams to enhance marketing outreach by providing data-driven insights and fostering engagement with new cryptocurrency projects.
Risk Advisor Intern
KPMG 2023 - 2023
Conducted preliminary assessments of client businesses to understand their operational structures, identify their potential risk areas, and determine their unique consulting needs. Developed strong communication skills and professional etiquette in a client-facing role, ensuring effective conveyance of risk-related concepts and recommendations. Enhanced my proficiency in commonly used office software like PPT and Excel, and equipped me with skills in researching legal statutes and company backgrounds.
Skills
data-science
english
chinese-mandarin