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Juan – Python, LLM, LangChain, experts in Lemon.io

Juan

From Peru (UTC-5)flag

AI Engineer|Senior
AI Agent Architect|Senior

Juan – Python, LLM, LangChain

Juan Patricio is a senior AI Engineer and AI Agent Architect with verified expertise in Python, LLMs, RAG, LangChain, vector databases, MLOps, PyTorch, prompt engineering, and Hugging Face. He has designed and shipped production-grade multi-agent systems, demonstrating strong ownership, pragmatic architectural decisions, and robust security practices.

8 years of commercial experience in
AI
Cryptocurrency
E-learning
Edtech
Healthcare
Healthtech
Legal tech
NFT
Recruiting
Sports
Travel
Chatbots
HRMS
Web3
Main technologies
Python
5 years
LLM
4 years
LangChain
3 years
OpenAI
4 years
AI agent development
3.5 years
RAG
2.5 years
Additional skills
MySQL
Vector Databases
MLOps
PyTorch
Prompt engineering
Hugging Face
Anthropic
AI agent orchestration
OpenAI API
Direct hire
Possible
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Experience Highlights

Full-Stack / AI Engineer
Aug 2025 - Dec 20254 months
Project Overview

A voice-first AI healthcare assistant that helps parents of neurodivergent children across the United States find local resources, screening tools, and support through phone, SMS, and web chat. It guides families through complex resource navigation in plain language, performs location-aware searches for nearby services, and runs on a HIPAA-compliant, low-latency architecture so caregivers can get help even without reliable internet access.

Project gallery:
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Neo Sophia by Juan Patricio, Full-Stack AI Engineer
Responsibilities:
  • Built a phone-accessible AI agent with Twilio, AWS, Anthropic Claude, and OpenAI that guides parents through complex resource navigation;
  • Integrated location-aware search using AWS RDS/Aurora PostgreSQL with PostGIS, enabling geographic queries for nearby services;
  • Implemented Redis caching that cut API costs by 60% while maintaining sub-second response times for common queries;
  • Architected multi-turn conversation flows with state machines to handle clarifications and fallback scenarios;
  • Designed a HIPAA-compliant, low-latency architecture on AWS (Lambda, API Gateway, WebSockets) following the Well-Architected Framework;
  • Built serverless voice-processing endpoints with Fastify, Node.js, and TypeScript;
  • Developed the marketing landing page with Next.js, React, and Tailwind CSS, served via S3 and CloudFront;
  • Set up CI/CD with GitHub Actions, AWS CodePipeline, and CodeBuild for the agent and landing page.
Project Tech stack:
Typescript
Node.js
Twilio API
OpenAI
Anthropic
AWS
PostgreSQL
Redis
Next.js
React
Tailwind CSS
Full-Stack / AI Engineer
Sep 2024 - Sep 20251 year
Project Overview

An AI-powered legal-compliance platform for entrepreneurs and startups that generates state-specific LLC formation documents and streamlines the setup process across English, Spanish, French, German, Italian, and Portuguese markets. It also includes an AI illustrated-book generator that creates custom stories and artwork with an interactive editing experience and print-ready export.

Project gallery:
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Portfolio example for Pine Venture Studio by Juan Patricio, Full-Stack AI Engineer
Responsibilities:
  • Built an end-to-end LLC formation platform serving English, Spanish, French, German, Italian, and Portuguese markets, processing 500+ formations in the first 6 months;
  • Integrated AI document generation (OpenAI + Puppeteer) for state-specific operating agreements and articles of organization, cutting formation time from 15 minutes to 3;
  • Designed a multi-step onboarding flow with real-time validation that reduced formation errors by 85%;
  • Built an admin dashboard in React with Redux Toolkit and React Query, plus Stripe billing for formation fees and compliance subscriptions;
  • Developed Everbook, an AI illustrated-book generator using GPT-4 for stories and DALL-E for artwork, with an interactive editor and print-ready PDF export;
  • Offloaded book generation to SQS and Lambda, cutting average creation time from 15 minutes to under 3;
  • Added i18n for 6+ languages with automated content translation via the OpenAI API.
Project Tech stack:
Typescript
OpenAI
AWS
PostgreSQL
Next.js
React
Tailwind CSS
Stripe API
Prisma
Redux
React Query
Full-Stack / Web3 Engineer
Sep 2023 - Sep 20241 year
Project Overview

User-friendly Web3 wallets for web and browser extensions, plus a multi-chain NFT portfolio dashboard, built for the ARK blockchain ecosystem. The products focused on making crypto safer and more approachable for non-technical users through clear transaction flows, hardware wallet support, and secure asset management.

Project gallery:
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Ardent HQ by Juan Patricio, Full-Stack Web3 Developer
Responsibilities:
  • Shipped ARKVault, a web wallet with Ledger hardware support, multi-profile management, and real-time transaction status tracking;
  • Refactored the frontend to React 19, cutting bundle size 30% and improving performance by about 50%, backed by 400+ unit tests with Vitest and React Testing Library;
  • Built ARKWallet, a Chrome and Firefox extension with BIP44 HD wallet derivation, encrypted key storage, and clear transaction-signing flows;
  • Developed Dashbrd, a multi-chain NFT portfolio dashboard integrating Alchemy and Moralis, and migrated styling to Tailwind CSS for a 25% smaller bundle;
  • Built ARKConnect, an open-source MetaMask-style dApp-connection extension with secure message signing and approval flows;
  • Reduced deployment time by 30% through CI/CD pipeline refactoring and automated testing.
Project Tech stack:
TypeScript
React
Next.js
Astro
Web3.js
Laravel
PHP
Tailwind CSS
Livewire
Alpine.js
Full-Stack / Web3 Engineer
Nov 2022 - Aug 20239 months
Project Overview

A decentralized sports-betting platform on Solana with a companion Web3 wallet, designed to let users place bets directly on-chain. The work focused on frontend modernization, real-time blockchain integration, and a smoother experience for betting, account management, and secure wallet interactions.

Project gallery:
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Portfolio example for Divvy (DeFi Ventures) by Juan Patricio, Full-Stack Web3 Developer
Responsibilities:
  • Refactored 100% of the frontend repositories, cutting size by 40% and deployment time by 20%;
  • Modernized the stack to TypeScript, Next.js, Redux, React Query, and Tailwind CSS;
  • Built real-time endpoints communicating with the Solana network for live bet placement and settlement, and contributed to the platform SDK and smart contracts;
  • Implemented parlays, teasers, and other betting options, and built the full UI for landing, betting, account, profile, and settings;
  • Hardened security with geo-IP, 2FA, and multi-layer AWS protections, reducing vulnerabilities by 70%.
Project Tech stack:
TypeScript
Next.js
React
Redux
React Query
Tailwind CSS
Web3.js
Solana
Nest.js
PostgreSQL
AWS
Senior Frontend Engineer
Nov 2021 - Nov 20221 year
Project Overview

An AI-powered talent acquisition product and a high-volume hiring and onboarding platform used by major enterprise clients.

Project gallery:
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Portfolio example for Turn Technologies by Juan Patricio, Senior Frontend Developer
Responsibilities:
  • Designed and built the company’s third product, Advise, from scratch, improving talent-acquisition prediction accuracy by 30%;
  • Led a 6-person frontend team across 4 platforms, mentoring engineers and standardizing the stack;
  • Built features processing millions of hourly-worker applications for clients like Amazon and Grubhub;
  • Migrated frontend repos to TypeScript, Next.js, Tailwind CSS, Redux, and Apollo/GraphQL, and set up CI/CD across 10+ repositories;
  • Increased test coverage by 80% with Jest and React Testing Library.
Project Tech stack:
TypeScript
Next.js
React
Redux
GraphQL
Apollo
Tailwind CSS
AWS
Python
FastAPI
Founder / CEO
Feb 2020 - Oct 20211 year 8 months
Project Overview

An edtech platform that trained 10,000+ teachers across 6 Latin American countries during the pandemic. It used an adaptive teaching model and an AI chatbot to provide 24/7 support for asynchronous learning and large-scale teacher training.

Project gallery:
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Portfolio example for Anqarapp by Juan Patricio, Founder & CEO
Responsibilities:
  • Trained 10,000+ teachers across 6 Latin American countries during pandemic school closures;
  • Built a scalable 4-tier AWS architecture (EC2, S3, RDS) supporting 5,000+ concurrent users;
  • Programmed an AI chatbot that cut response times by 90% and grew revenue by 150%;
  • Implemented an adaptive teaching model with AI/ML for 24/7 asynchronous learning;
  • Produced 300+ virtual classes and led the full product lifecycle from design to deployment.
Project Tech stack:
React
Next.js
Laravel
PHP
Livewire
Tailwind CSS
MySQL
AWS
Python
Founder / Principal Software Engineer
Dec 2020 - Jun 20215 months
Project Overview

A travel coordination platform created during COVID-19 to help international travelers manage flights, vaccine appointments, and lodging for 300+ people. It included an AI monitoring system and a virtual call-center to support complex logistics and keep travel operations organized.

Project gallery:
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Portfolio example for VacunaTravel by Juan Patricio, Founder & Principal Software Engineer
Responsibilities:
  • Designed a 3-tier AWS cloud architecture supporting 3,000+ concurrent users across Peru;
  • Built a full-stack platform coordinating flights, vaccine appointments, and lodging for international travelers;
  • Implemented an AI monitoring system tracking 300+ patients and platform users;
  • Built a virtual telephone-exchange system enabling a 10+ person team to coordinate travel logistics;
  • Raised test coverage to 85% across repositories for reliable health-critical operations.
Project Tech stack:
Laravel
PHP
Livewire
Tailwind CSS
MySQL
AWS
Python
Vue

Education

2026
Computer Science (Artificial Intelligence)
Master's Degree
2022
Software Engineering
Bachelor's Degree

Languages

Italian
Pre-intermediate
French
Intermediate
Spanish
Advanced
Portuguese
Intermediate
English
Advanced

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