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Hi, I'm Anni HUANG

SDE II(Compiler&Low-level Language Team@Rockwell Automation)

annihuang2021 annihuang widesu @annihuang.2021

Projects:

  • 2024

    • Work in Rockwell Automation as a C# backend engineer and also works on language server protocal.
    • Tech stack: C++, assembly, LLVM, flex, yacc.
  • 2023

    • SMU-A* STAR Joint Lab project explainable machine learning sensor-data time-series AI-in-healthcare(Website)
      • AWS, XAI, Django, Dashboard, Linux, IRB
      • Our paper got accepeted by IEEE CAI 2024 coneference. The conference will be hold in June 2024 at MBS.
  • 2022

    • Personal Website(GitHub)(Website)

    • Tableau Dashboard Dashboard (Tableau Public)

    • 2022 Ohio City Urban Planning Analysis-Residence Demographics and Prominent Business Districts R Shiny Dashboard Geographical Data(GitHub Repo)

    • Airline Delay Prediction MLops GCP CICD docker

    • Multilingual Named Entity Recognition NLP transformer huggingface transfer learning(GitHub Repo)

    • Session-based recommendation for Amazon baby products recommendation system pytorch(GitHub Repo)

    • Predictive Maintenance for Diamond Cutter Machines machine learning sensor-data time-series

    • Risk Detection for Loan Applicants machine learning data-science-in-finance (GitHub Repo)

  • 2021

    • International University Time Tabling using CP and MIP optimisation mixed interger programming constraint programming (GitHub Repo)
  • 2019

    • Lecture Note Assistant audio-to-text auto-translation multi-language translation(GitHub Repo)

    • Breast Cancer Histological Images classifier via CNN CV Tensorflow keras AI-in-healthcare (GitHub Repo)

    • Stock Recommendation via Supervised Machine Learning models sklearn machine-learning stock-recommendation data-science-in-finance (GitHub Repo)

    • 2019 Huawei Compiler Design Contest, Compiler for an C- language compiler linux Docker CICD C(GitHub Repo)

  • 2018

    • Predictive Maintenance using Machine Learning Java EE Website Java SpringBoot full-stack (Website)
      • SpringBoot, Bootstrap, Javascript, Html, MySQL, CSS

Anni HUANG's Projects

anni.dev icon anni.dev

✨ My portfolio website built with Next.js, TailwindCSS, and shipped with Vercel.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autogen icon autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

autograd icon autograd

Efficiently computes derivatives of numpy code.

cancerdaignosisapp icon cancerdaignosisapp

Utilised transfer learning to fine-tune a CNN model trained on BACH dataset on TUPAC dataset to build breast cancer subtype classifier and did a simple windows Qt UI for it, users can click to upload a breast HP image, and the app will tell you its subtype.

compiler icon compiler

A compiler that can turn C- language into ARM assembly in a Linux enviroment using lexer parser tools namely lex and yacc.

creditriskdetection icon creditriskdetection

A data analysis project to classify whether an applicant is capable of paying a home loan by using 4 machine learning models (Logistic Regression, SVM, Random Forest and LGBM) and 1 deep learning model (DeepFM). We also drew some insights from the best model that can be useful for analysts in bank.

csharpcompiler icon csharpcompiler

An ongoing C Sharp Compiler project inspired from a code analysis project by Microsoft for its .NET Compiler Platform ("Roslyn")

custom-genai-search-engine icon custom-genai-search-engine

This tool creates a custom search engine using VertexAI, Langchain and Streamlit. It allows users to input the URL of a website's sitemap XML file, which will serve as the knowledge base. The app then crawls the entire website, refreshes vector embeddings, and uses the information as a knowledge base to answer user queries.

data-science-on-gcp icon data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

gin icon gin

Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance -- up to 40 times faster. If you need smashing performance, get yourself some Gin.

investment-calculator icon investment-calculator

An angular web project that can help you project the total capital given initial investment, annual investment and interest rate

javaeeweb icon javaeeweb

It's a Java web where experiment data can be uploaded and models can be trained

lecturenoteassistant icon lecturenoteassistant

A Windows desktop application that can generate subtitles, translations, and summaries for videos in 8 languages using API and SDK from Tencent, Alibaba, and Baidu. You can use it for generating bilingual transcripts for videos and summarising the key points from the transcript using LexRank.

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