Passed the tutorial of my life. Where do I go from here?

Co-developed a private wealth management platform for family offices using Next.js, PostgreSQL, and Python; shipped modules for structured product lifecycle management, RFQ formation/tracking, configurable fee schedules (management and retrocession), and digital asset management for cryptocurrencies and NFTs.

NextJS

PostgreSQL

Python

Engineered a POC multi-AI-agent financial statement validation application in Python; reduced verification for 100+ page statements from ~3 days to ~30 minutes (~98% faster); autonomously derives table verification formulas and validates tables, paragraphs, and formatting; built extensible prompts to adapt to new statement types; designed a responsive Angular UI.

Python

FastAPI

TypeScript

AngularJS

OpenAI SDK

Built a Generative AI–powered equity research report generation system integrating Bloomberg and Refinitiv via a robust ETL pipeline and PostgreSQL; cut report preparation time by ~50% and improved analytical accuracy. Architected and deployed a portfolio risk monitoring dashboard with automated data collection, risk indicator calculation, and interactive visualizations; accelerated risk identification and response. Developed a research report data lake with GAI summarization, processing 1,000+ broker reports per month and reducing research analysis time by ~80%.

Python

FastAPI

PostgreSQL

Bloomberg Terminal

Refinitiv

OpenAI SDK

Built a high-performance Retrieval-Augmented Generation (RAG) system that processed 4,000+ pages and cut risk document review time from 8 weeks to 2 weeks (~75% faster). Designed an automatic data labeling algorithm that improved LLM output accuracy by 20%+. Created a document data-cleaning method that improved text reduction efficiency while preserving semantic integrity.

Python

LangChain

Hosted several public lectures on GenAI applications in a local university; Developed an enterprise data platform UI Demo for a local major bank; Assisted in building a pitch deck for a multi-national hospitality group.

SvelteKit

TypeScript

Implemented an efficient automated risk assessment system for ingesting gigabytes of data; Conducted different financial analysis on different asset classes in APAC market.

VBA

Bloomberg Terminal

The program provides a comprehensive understanding of various financial concepts and the functioning of global financial markets. It also covers a wide range of topics, including economics, fixed income, equities, currencies, and commodities.

Bloomberg Terminal

The AWS Cloud Practitioner certification covers essential topics such as cloud concepts, AWS core services, security and compliance, pricing and billing, and architectural best practices. It provides a broad overview of the AWS Cloud and its key components, enabling individuals to grasp the fundamentals of cloud computing.

AWS

Developed a server configuration report generator for HKEX Client; Developed a function menu along with several shell scripts for market system maintenance; Tested, enhanced and integrated a experimental log monitoring engine into existing market data systems.

Python

Shell

Received training on AWS Technology; Hosted several talks on Web3 Topics.

AWS

I love UNC. Travelled around US to explore foreign food and sceneries, made a lot of great local friends; Also took several ML courses.

Python

PyTorch

Matplotlib

Being the leader for the first time, I had fun and organized numerous events for sharing practical IT knowledge and the industry landscape.

The start of my Computer Science journey, CUHK Computer Science graduating in 2025 Summer.