Stephen Lu's Projects
Using a convolutional NN model to identify the nucleus of varying cellular images.
Deprecated personal website made with Wordpress.
2021 version of personal website
ALU is a sentient being that receives stimuli through cameras and microphones. This humanoid bot analyses its surroundings and makes sense of its environment through web scraping, abstractive text summarization and word vector correlation with meaning. The end goal is to create a machine that generates new thought from its surroundings, ranging from childish ideas to philosophical dilemmas.
Wrote some essays on health reform and health-tech
Website pulls csv data from ARK innovation fund website and plots historical data trends.
This repository has samples that demonstrate various aspects of the AWS SDK for iOS, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-ios/
Using frontal and side view chest X-Rays from the ChesXpert dataset to diagnose Atelectasis, Cardiomegaly, Conslidation, Edema and Plural Effusion.
Using Flask and SqlAlchemy, we develop the backend for a webapp that allows users to vote and deposit money for different project pitches.
Code and example data for running Consensus Non-negative Matrix Factorization on single-cell RNA-Seq data
Helping local NGO coopbecik to update their outdated inventory software. Voluntary work in context of Sociocode and BrebeufHX
DAG visualization for courses
Degenerate attention blog post
Companion repository for the book "Introduction to Software Design with Java"
The official implementation of DNABERT-2.
Following online tutorial to build simple CNN for image classification
Classifies images of dogs and cats using a 2D Convolutional Network. The accuracy I obtained was around 85% with 10 epochs.
Working with some over-powered Flask.
Network science on food compound database
GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations
GFlowNet library specialized for graph & molecular data
Topic model inference with gflownet-em
Use document search to make specialized chatgpt bot
THE ISSUE Whether you're keeping track of inventory, documenting employee payroll or creating a new budget, processing large and complex Excel files to extract key information can be extremely tiresome and time consuming. Manually parsing and renaming each data column is quite a sub-optimal method and is often prone to errors that can bias your valuable data. OUR MAGIC SOLUTION HackExcel is a user-friendly and customizable tool that performs efficient and reliable transformations to Excel and CSV files. Using a list of keywords inputted by the user, HackExcel determines the data columns that need to be parsed and reformatted in the output file. This scalable solution allows users to track the data they want to keep without losing control of the desired output format.
Patient facing app for HeroAI hospital platform.
Homer-Motif calls peaks using homer motif callers and analyzes the genomic positions for enriched motifs.
Professional real estate agent website template with multithreaded filewatcher
A collection of kattis problems that I have solved.
My implementation of latent dirichlet allocation model applied on mimic III
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent