Crypto Quantitative Trading Framework
Signal generation and backtesting framework using Python-ccxt. CTA strategy based on technical indicators and Hidden Markov Model with 0.68 Sharpe Ratio.
Data Analyst & Infrastructure Engineer
Alternative Data / Data Engineering / Quantitative Finance
Focusing on alternative data and data infrastructure for investment research. I build web-scraping/ETL pipelines, data lakes, and dashboards that turn analysts' web sources, vendor feeds, reports, and emails into trackable datasets. AI-native working style: treating LLM tools as my first collaborator for prototyping and data processing.
A complete trading framework spanning inputs, structuring, planning, guardrails, and audit.
Thoughts on cycles, competition, and building transferable capabilities in an era of change.
How I designed ETL pipelines to collect DRAM/NAND prices, rare metals, and commodity data.
Master of Business and Data Analysis (Statistics)
Bachelor of Computational Mathematics
Data Analyst Intern (Alternative Data & Infrastructure)
Data Analysis Intern
Signal generation and backtesting framework using Python-ccxt. CTA strategy based on technical indicators and Hidden Markov Model with 0.68 Sharpe Ratio.
Star schema modeling for data warehouse with ODS and DWD layers. Resolved Oracle data collection issues using Avro format, Hive, and HDFS.
Controllable LLM agent to process PDF reports, HTML pages, news, and emails. Extracts ticker, product, price/volume into semi-structured tables.
Optimized Intelligent Reflecting Surface parameters using ADMM algorithm and penalty functions for non-convex optimization.