Personal details

Nathan O. - Remote full-stack developer

Nathan O.

Based in: đŸ‡ș🇾 United States
Timezone: Eastern Time (US & Canada) (UTC-4)

About

I'm a veteran software engineer with almost two decades of professional experience. I'm skilled in PHP, Python, Golang, and Javascript. I have a passion for solving problems through code and am always excited to learn new skills. I'm looking for an opportunity that allows me to focus on what I do best!

Work Experience

Senior Full-Stack Engineer
Slides Inc | Nov 2024 - Present
Python
Node.js
TypeScript
React
Json schema
Anthropic
  • Refactored and extended functionality of micro-service designed to convert LLM output to a PowerPoint presentation.
  • Lead effort to improve relability of AI power application by forcing the LLM to follow JSON schemas.
  • Researched and developed techniques to reduce LLM token counts and improve performance.
AI Software Engineer
Contextual Code | Apr 2024 - Oct 2024
Python
OpenAI
GPT-3
AI
GPT-4
Pinecone
Retrieval-Augmented Generation
  • Investigated different large language models to learn the best applications for each one. Models such as Open AI GPT3/4/4o, Llama 3, Claude Opus, and more.
  • Learned about various vector storage providers (ChromaDB, Typesense, Pgvector, FAISS, and Pinecone) used to store text embeddings and perform similarity searches.
  • Experimented with ways to convert various documents (DOCX, XLS, PDF, etc) to plain text and to split them in to chunks so that they could be fed in to a large language model while still maintaining important context.
  • Constructed a RAG (Retrieval-Augmented Generation) for Florida Department of Management Services to assist in finding information contained in a collection of 10,000+ documents.
  • Examined different ways to use a large language model to analyze and solve issues within a code base.

Projects

AI Reporting Library
Python
Git
Selenium
GPT-4
(WIP) Library for generating chains of reports with AI.
OncoLife Survivorship Care Plan
HTML/CSS
PHP
jQuery
Doctrine
Redis
RabbitMQ
Symfony
Docker
JavaScript
FHIR
Web application that helps cancer patients determine their best treatment options. It's fully customizable via a CMS and uses a logic tree like system to show determine the best options for the user.

Education

Tallahassee State College
High school diploma・Graphic Design & Multimedia Technology
Aug 2006 - May 2010