Hello! I'm Jacob Simmons, a passionate Software Engineer studying at Auburn University. Most of my work has involved using machine learning, data science, and software development to solve real-world problems. This GitHub profile serves as a showcase of my projects and contributions in these fields.
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🔭 I’m currently working a Software Engineer focusing on NLP, ML tasks, and search.
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🌱 I’m diving deep into AI/ML, evolutionary algorithms, Neovim Plugins, NLP, and large language models (LLMs).
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💡 I’m passionate about building tools, optimizing workflows, and leveraging automation to improve productivity.
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Checkout Atlas Study - A project me and friend are working on to provide new study tools for students - atlas-knowledge.vercel.app
Here are some of the recent projects you'll find in this repository:
- Ollama Copilot: A Neovim plugin that integrates locally hosted LLMs provided by Ollama to deliver GitHub Copilot-like autocompletions.
- MMLab-pose: Tooling for getting started with pose estimation Vision Transformers from ViTPose.
- Playlist Image Generator: Generate AI-powered playlist cover art using Dalle-3 based on playlist genres.
- Crypto-Manager: A file encryption and decryption command-line tool written entirely in C++.
- OSP Chatbot: Part of my senior design project, a chatbot leveraging Retrieval-Augmented Generation (RAG) to assist Auburn University's Office of Sponsored Programs with document retrieval and Q&A tasks.
Feel free to explore the projects, check out the code, and provide feedback or suggestions. I'm always open to collaboration!
- Built data preprocessing pipelines for Re-Identification and object detection models.
- Currently working on evolutionary algorithms and tackling competetive programming problems to sharpen algorithmic skills.
- Exploring NLP pipelines and integrating LLMs into interactive tools.
I’d love to connect and collaborate! You can find me on:
- LinkedIn: www.linkedin.com/in/jacob-s-simmons
- Email: jakerstx@gmail.com
Feel free to reach out if you have any questions, collaboration ideas, or just want to chat about tech.
Thank you for visiting my GitHub profile! Enjoy exploring the projects and feel free to get in touch.