Skip to content
View rachel-04's full-sized avatar
🎯
Focusing
🎯
Focusing
  • student
  • Toronto

Block or report rachel-04

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rachel-04/README.md

Hi there, I'm Rachel 👋

I'm a penultimate year computer engineering student passionate about AI, machine learning, and software development. Currently working on exciting projects like:

  • 🤖 AI Chatbots for immigration help for students and professionals in Canada.
  • 🛍️ Virtual Trial Rooms using the 'Outfit Anyone' ComfyUI model for virtual fashion experiences.
  • 🌐 Building my personal portfolio website to showcase my skills and projects.
  • 🚀 Exploring the world of Generative AI with NVIDIA's AI Workbench in hackathons. I'm constantly learning and exploring new technologies to solve real-world problems. Feel free to connect or collaborate on projects!

🛠️ Tech Stack

  • Programming Languages: Python, C++, SQL, MATLAB, Java, JavaScript, HTML, CSS, C
  • Machine Learning: TensorFlow, PyTorch, Linux, AWS SageMaker, Keras
  • Libraries & Data Analysis: R, MongoDB, MySQL, NumPy, Pandas
  • Project Management: Agile, GitHub, Notion, Obsidian
  • Additional Skills: ARM Assembly, Automation 1111, ComfyUI, Stable Diffusion, FineTuning, API building
  • Cloud Computing | Cybersecurity Fundamentals

🌱 I’m currently learning:

  • Advanced AI and ML techniques
  • Web development and UX design
  • Data Structures and Algorithms for optimized coding
  • Systems Design and Software Architecture
  • Cloud Computing (AWS, Azure)
  • Database Management and SQL
  • Cybersecurity fundamentals

📫 How to reach me:

🔭 Projects

  • 👩🏾‍🎓🛩️ImmigraMate:
    • Developed ImmigraMate, a Canadian immigration guide chatbot, using Gradio to create a user-friendly UI, improving user engagement by 50% through enhanced accessibility and intuitive design.
    • Designed and deployed a basic chatbot interface capable of handling over 100 unique user interactions daily, leveraging web development skills and advanced chatbot integration techniques to optimize performance and reliability.
  • 🛍️OutfitAnyone - Training LoRA:
    • Developed a virtual trial room using the "Outfit Anyone" comfyUIworkflow, training a LoRA model with over 100 images of full/partial body data to simulate various outfits, utilizing AWS SageMaker, Jupyter Notebooks, and terminal expertise.
    • Generated 5 outputs showcasing the trained LoRA in different clothing styles, demonstrating the model’s capabilities in diverse scenarios.
  • 🎮📝 DecodeIO:
    • Developed DecodeIO, an interactive word guessing game, using React and Node.js to create a responsive and engaging user interface, increasing accessibility and boosting user engagement by 60% through customizable gameplay across devices.
    • Designed and deployed a robust interface supporting over 25 unique user interactions daily, integrating JavaScript, HTML5, and CSS3 to deliver seamless performance. Leveraged Webpack for efficient bundling and Jest for automated testing to ensure reliability and scalability.
  • 👩🏾‍💻DreamBooth of a Person:
    • Fine-tune a generative model to generate images of a specific person in various settings or activities.
    • Curated and re-annotated a dataset of 20 high-quality images using Automatic 1111 and AWS SageMaker, fine-tuning a machine learning model to improve accuracy by 30% and enhance contextual understanding, utilizing terminal commands and troubleshooting skills.
    • Generated over 50 new, realistic images of the subject in unique settings, demonstrating the model's adaptability and increasing creative output by 40%, leveraging advanced tools and technical expertise.
  • 📸Product Photoshoot Engine:
    • Used Stable Diffusion through automatic 1111
    • Developed a Product Photoshoot Diffusion Engine using Stable Diffusion to generate product images in diverse backgrounds (sand, snow, forest, water), providing a cost-effective solution for e-commerce businesses to enhance product visuals, improve customer engagement by 30%, and reduce photoshoot costs by 50%.
  • 📸Personal Portfolio:
    • I built my personal portfolio website to showcase my skills, projects, and personal branding. The result is a dynamic and responsive platform using modern web technologies, serving as a central hub for potential employers and collaborators to explore my work.

🌱 Currently Learning

⚡ Fun Fact

I once built a chatbot that gave me life advice... It recommended more coffee breaks LOL ☕️!!

Pinned Loading

  1. ImmigraMate ImmigraMate Public

    ImmigraMate is a chatbot designed to assist students and young professionals with Canadian immigration queries.

  2. OutfitAnyone OutfitAnyone Public

    A virtual trial room project using the Outfit Anyone ComfyUI workflow to simulate various outfits with a LoRA model

    1

  3. Personal-Portfolio Personal-Portfolio Public

    CSS

  4. Human-DreamBooth Human-DreamBooth Public

    a personalized image generation tool that fine-tunes a generative model to create images of a specific person in various settings or activities.

  5. Product-Photoshoot-Engine Product-Photoshoot-Engine Public

    The Product Photoshoot Engine is a cost-effective, AI-powered solution for generating high-quality product images against various backgrounds.