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Hi, my name is

Annie Ha.I build AI-powered systems.

I’m passionate about Deep Learning, Large Language Models, and Generative AI. I enjoy designing and fine-tuning data-driven systems and am seeking opportunities to work on innovative AI projects.

01.About Me

Hello! I’m Annie Ha, a Master’s student in Computer Science at Grenoble INP – MoSIG, specializing in Artificial Intelligence and Data Science.

I’m passionate about developing intelligent systems that combine Large Language Models, Natural Language Processing, and Generative AI. I love exploring how machine learning can solve real-world challenges — from building retrieval-augmented generation pipelines to applying AI in automation.

Here are a few technologies I’ve been working with recently:

  • Python
  • PyTorch
  • Hugging Face
  • LangChain
  • LangGraph
  • FastAPI
  • Next.js
  • Docker
  • PostgreSQL
  • AWS
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02.Where I have Worked

  • Mogul
  • Alpaca

Software Engineer@Mogul

June 2022 - present

  • Developed and maintained high-performance backend and frontend systems, resulting in a 15% increase in website traffic and conversion rates, also gain 98% performance insight of web application
  • Contribute ideas to improve the product and handle workload for team
  • Collaborated with cross-functional teams to deliver on-time and on-budget projects and initiatives

03.Some Things I have Built

Finetuning Gemma 2 using LoRA

Featured Project

Finetuning Gemma 2 using LoRA

Fine-tuning Gemma 2b for Python Question Answering

  • Python
  • Gemma
  • LLM
  • Finetuning
MultiAgent RAG for Document Answering

Featured Project

MultiAgent RAG for Document Answering

Build a multi-agent Retrieval Augmented Generation (RAG) system designed to answer questions about documents while minimizing hallucinations through a reflection pattern.

  • RAG
  • MultiAgent
  • LangGraph
Raspberry Pi - Facial Recognition

Featured Project

Raspberry Pi - Facial Recognition

The project involves training your Raspberry Pi for facial recognition of family and friend. Once trained, the system sends email notifications upon identification

  • Raspberry Pi
  • OpenCV
  • Python

Other Noteworthy Projects

view the archive

Text Detection Application

a web tool that helps users detect ingredients in products that they are unable to consume due to allergies or other dietary restrictions.

  • ReactJs
  • Python
  • OpenCV
  • EasyOCR
  • Flutter

Machine Learning Image Processing application using Low/No Code GUI

a GUI that features an image classifying neural network. It's designed to be user-friendly and visually appealing.

  • Python
  • Taipy
  • Tensorflow
  • CNN

Build a chatbot with Llama 2

Chatbot with Llama 2 - an open source large language model (LLM) by Meta.

  • Llama 2
  • Streamlit
  • Replicate

Potato Disease Classification

The Potato Disease Classification project aims to develop an efficient model using Convolutional Neural Networks (CNN) and TensorFlow to accurately identify and classify diseases affecting potato plants.

  • Python
  • Tensorflow
  • ReactJs
  • FastAPI
  • CNN

eCommerce Price Tracker

Developed using Next.js and Bright Data's webunlocker, this e-commerce product scraping site is designed to assist users in making informed decisions. I

  • Scrapper
  • NextJS

iStock - Stock Tracking Web

offers real-time stock information using AmiBroker data. Users can view individual stock data in chart format

  • ReactJs
  • Python

04. What’s Next?

Get In Touch

Although I’m not currently looking for any new opportunities, my inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!