Alvin Lam.

Software Engineer and Quantitative Developer based in the UK, specializing in data analytics and predictive algorithms. I build data-driven solutions for complex financial and technological challenges.

Tech Stack

Languages

PythonPython
SQLSQL
LearningTypeScriptTypeScript
LearningJavaScriptJavaScript
LearningRR

Frontend

ReactReact
HTMLHTML
CSSCSS

Backend & Data

FlaskFlask
PostgreSQLPostgreSQL
LearningPandasPandas

ML & AI

LearningTensorFlowTensorFlow
LearningNumPyNumPy

Tools

GitGit
VS CodeVS Code

Projects

Algorithmic Trading Bot

Live Paper Trading (Peak Daily Return: +1.2%)

Engineered an automated quantitative trading system utilizing an LSTM neural network. Designed dynamic ATR-based circuit breakers and 200-SMA macro regime filters.

PythonTensorFlowAlpaca API

MarketTracker

Architected a full-stack stock simulation platform. Normalized financial data for 5,000+ tickers and engineered an asynchronous "pre-warming" mechanism to reduce server cold-start latency to zero.

ReactFlaskPostgreSQLPandas

Get in Touch

Get in Touch.

Have a question or want to collaborate? I'd love to hear from you.

LinkedIn

Connect with me

GitHub

View my code