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I'm Nicole Colgan, a focused AI/Full-Stack engineer specializing in building production-grade AI systems in Python. I design modular RAG pipelines, integrate LLMs (OpenAI, Hugging Face, Ollama), and work end-to-end on embeddings and vector-based retrieval to deliver enterprise-ready solutions. I’ve deployed containerized backends, built CI/CD pipelines, and maintained cloud workflows using FastAPI, LangChain, SQLite, and Docker. I thrive on cross-functional collaboration to ship reliable AI features that reduce support effort and improve decision making.…I'm Nicole Colgan, a focused AI/Full-Stack engineer specializing in building production-grade AI systems in Python. I design modular RAG pipelines, integrate LLMs (OpenAI, Hugging Face, Ollama), and work end-to-end on embeddings and vector-based retrieval to deliver enterprise-ready solutions. I’ve deployed containerized backends, built CI/CD pipelines, and maintained cloud workflows using FastAPI, LangChain, SQLite, and Docker. I thrive on cross-functional collaboration to ship reliable AI features that reduce support effort and improve decision making.

Nicole Colgan

AI Developer, Full Stack Developer, Web Developer, +3

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I'm Nicole Colgan, a focused AI/Full-Stack engineer specializing in building production-grade AI systems in Python. I design modular RAG pipelines, integrate LLMs (OpenAI, Hugging Face, Ollama), and work end-to-end on embeddings and vector-based retrieval to deliver enterprise-ready solutions. I’ve deployed containerized backends, built CI/CD pipelines, and maintained cloud workflows using FastAPI, LangChain, SQLite, and Docker. I thrive on cross-functional collaboration to ship reliable AI features that reduce support effort and improve decision making.…I'm Nicole Colgan, a focused AI/Full-Stack engineer specializing in building production-grade AI systems in Python. I design modular RAG pipelines, integrate LLMs (OpenAI, Hugging Face, Ollama), and work end-to-end on embeddings and vector-based retrieval to deliver enterprise-ready solutions. I’ve deployed containerized backends, built CI/CD pipelines, and maintained cloud workflows using FastAPI, LangChain, SQLite, and Docker. I thrive on cross-functional collaboration to ship reliable AI features that reduce support effort and improve decision making.

Available to hire

I’m Nicole Colgan, a focused AI/Full-Stack engineer specializing in building production-grade AI systems in Python. I design modular RAG pipelines, integrate LLMs (OpenAI, Hugging Face, Ollama), and work end-to-end on embeddings and vector-based retrieval to deliver enterprise-ready solutions.

I’ve deployed containerized backends, built CI/CD pipelines, and maintained cloud workflows using FastAPI, LangChain, SQLite, and Docker. I thrive on cross-functional collaboration to ship reliable AI features that reduce support effort and improve decision making.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Fullstack Developer (AI Focus) at Hewlett Packard Enterprise

January 1, 2023 - Present

Built AI-powered applications using Python, LangChain, and LLMs to answer customer queries, reducing support effort via self-serve solutions. Designed modular RAG evaluation tools with pluggable retrievers/LLMs, dashboards, and SQLite storage. Developed backend APIs (Python, Java) and frontend features (React/TypeScript, Next.js). Implemented containerised deployment, CI/CD workflows, and reverse proxy configuration (Docker, Linux, Jenkins, GitHub Actions, Nginx/Traefik).

Fullstack Developer at SAP Ireland

January 1, 2022 - January 1, 2023

Developed and maintained Java/JavaScript applications; managed pipelines, Docker, GitHub, and SQL.

Computer Systems Lab Tutor at University of Galway

January 1, 2021 - January 1, 2021

Delivered Bash/Linux tutorials for third-year students; provided assignment feedback and troubleshooting support.

Small Business Owner at GlitzGrillz

January 1, 2023 - Present

Built a tooth gem business with strong social media presence and customer engagement.