Jerome Gutierrez

AI Engineer & Full Stack Developer

I build production-grade RAG pipelines, agentic workflows, and high-performance AI microservices.

About

I'm an AI Engineer with hands-on experience building production-ready AI systems that turn large language models into practical, user-facing tools. My work focuses on applied Retrieval-Augmented Generation (RAG), Agentic AI workflows, and scalable backend services that support real-world use cases.

Currently, I'm an AI Developer at Offshorly, where I develop MCP-based agents, real-time AI features, and workflow-driven integrations for enterprise platforms. Previously at LexMeet, I worked on legal AI systems—implementing RAG pipelines, optimizing inference performance, and building document intelligence tools that reduced processing latency and supported over 100+ active legal practitioners.

Outside of day-to-day development, I enjoy experimenting with computer vision projects (YOLO), improving prompt and retrieval strategies, and building automated pipelines for large-scale data ingestion and evaluation.

Experience

Nov 2024 — Present

Developing enterprise-grade AI features including Model Context Protocol (MCP) server implementations and automated workflow triggers. Building user-personalized AI responses using CRON and agentic tools for real-time collaboration platforms.

  • MCP
  • OpenAI
  • React
  • Node.js
  • Laravel
  • Pinecone
Dec 2023 — Oct 2024

Reduced inference latency by 45% for the AI Docs platform. Implemented production-grade RAG pipelines using FAISS and built automated scraping pipelines for 60,000+ legal cases. Developed an AI Contract Verifier for intelligent clause extraction.

  • Python
  • RAG
  • FAISS
  • Llama 3
  • GPT-4o
  • RunPod
  • FastAPI
Jul 2023 — Oct 2023

Developed 20+ reusable React components and implemented RESTful API endpoints. Automated an image compression pipeline for 2,000+ company assets, significantly improving page load times on GCS.

  • React
  • Node.js
  • MySQL
  • Jest
  • GCP

Projects

2024

A comprehensive suite of legal AI tools including LexDocs (template retrieval), LexAssist (RAG-powered legal advisor), and AI Contract Verifier. Achieved 14/15 legal accuracy rating in attorney-led testing.

  • FAISS
  • LangChain
  • FastAPI
  • React
  • LLM Chaining
2023

Multimodal AI system combining YOLOv7 and StrongSORT for real-time human pose detection and classroom engagement tracking. Achieved 0.86 mAP@0.5 on custom precision datasets.

  • YOLOv7
  • StrongSORT
  • PyTorch
  • Computer Vision