She/Her | Software Engineer III | Co-founder @ Positronica Labs
"Building smart, scalable technology through inclusive collaboration and open-source community."
I'm a Full-Stack Software Engineer and AI Product Engineer who believes that the best technology sits at the intersection of:
🔹 Robust Backend Architecture
🔹 Intuitive UI/UX
🔹 Cutting-Edge AI
My path to engineering was unconventional: I spent years as a UX/UI Designer before transitioning into full-stack development. This gives me a unique "product-first" mindset — I don't just write clean code; I build scalable systems that actual humans enjoy using.
| Role | Focus |
|---|---|
| SWE III @ Elsevier | High-impact healthcare & science solutions |
| Co-founder @ Positronica Labs | Local-first AI infrastructure for Latin America |
| AI Builder | Agentic AI, Local LLMs, Cloud-Native architectures |
C# / .NET Core ████████████████████ Enterprise backend systems
TypeScript ████████████████████ Full-stack development
React ██████████████████░░ Modern UI/UX
Node.js █████████████████░░░ API & microservices
Python ██████████████████░░ AI/ML & automation
Agentic AI ████████████████████ LangGraph, autonomous agents
Local LLMs ██████████████████░░ Ollama, offline inference
RAG Pipelines █████████████████░░░ ChromaDB, context retrieval
MongoDB ████████████████░░░░ NoSQL data stores
OracleDB ████████████████░░░░ Enterprise databases
AWS █████████████████░░░ Certification in progress
Docker ██████████████████░░ Containerization
GitHub Actions ██████████████████░░ CI/CD pipelines
CI/CD █████████████████░░░ Automated deployments
Figma ████████████████████ UI/UX design
UI/UX Prototyping ██████████████████░░ User-centered design
Three.js ████████████████░░░░ 3D web experiences
Multi-tenant WhatsApp-native conversational AI platform for salon & wellness SMBs across LATAM
Architected a platform handling scheduling, client communication, and staff coordination from a single web dashboard and mobile app.
Stack: React · Node.js · WhatsApp Business API · Anthropic API · cloud-native SaaS
🏅 Winner — Platanus Build Night
Ambient music engine that samples dev telemetry and transforms it into adaptive soundscapes using AI classification and generative audio.
Stack: Python · Lyria API · Claude AI · pynput · pygame
Automated tech news aggregator monitoring 100+ engineering blogs daily
Delivers AI-powered digests with source links directly to subscribers via WhatsApp and Telegram — zero manual curation required.
Stack: Python · Telegram Bot API · WhatsApp Business API · Anthropic API
Cross-platform financial literacy app for Gen Z & Millennials in LATAM
Features structured learning modules, real-time expense and investment tracking, and FinPet — a gamified AI companion that makes financial habits stick.
Stack: React Native · Anthropic API · gamification architecture
Status: In active development — Launching Q3 2026
AI hiring platform analyzing CV-to-job fit with gender pay gap context for Mexico
Built in 8 hours at the SheBuilds x 8M Hackathon — from zero to deployed in a single day.
Stack: React · TypeScript · Netlify Serverless · Anthropic API
Impact: Hackathon finalist
Local AI agent orchestrator with 9 semantic routes and 5-tier LLM fallback chain
Enables fully offline agentic workflows with RAG retrieval, bash execution, and Telegram + Gradio UI running on AMD ROCm hardware.
Stack: LangGraph StateGraph · Ollama · Gemini API · ChromaDB · Python · AMD ROCm
Job automation engine for Mexico & LATAM
Scrapes 8+ job boards with Playwright, scores CVs semantically via Claude API, and generates tailored applications — running autonomously as a systemd daemon with Telegram bot control.
Stack: Python · Playwright · Anthropic API · systemd · Telegram Bot API
Adaptive learning platform for UNAM exam prep
OCR pipeline that chunks PDFs, generates plain-language explanations, and retrieves context via ChromaDB RAG — built with accessibility and neurodivergent learners at the center.
Stack: Python · ChromaDB · RAG · OCR pipeline · Anthropic API
Pronunciation practice app with real-time phoneme feedback
Combines Whisper STT, word-level phoneme alignment via WhisperX, Levenshtein-based scoring, and Kokoro TTS for precise pronunciation feedback.
Stack: Python · Whisper · WhisperX · Kokoro TTS · Telegram Bot API
Status: Phase 1 MVP live
- 🙌 Open Source Believer — Contributing to projects that democratize technology
- 🤝 Inclusive Collaboration — Building spaces where everyone can contribute
- 📚 Anthropology Nerd — Fascinated by how humans interact with technology
- ⚛️ Physics Geek — Love exploring the science behind the systems we build
- 🎭 Polerina & Cosplayer — When I'm not coding, you'll find me upside down or in costume
- 🌱 Growth-Driven — Always learning, always building
- 🤝 Collaborations on AI/SaaS projects
- 💬 Discussions about Agentic AI & Local LLMs
- 🎯 Building products that bridge UX + Architecture + AI
- 🌱 Mentoring aspiring engineers from non-traditional backgrounds
- 🏗️ Open-source community building
"Let's connect and build smart, scalable technology together!"
🎪 Polerina • 🎭 Cosplayer • 📖 Anthropology Nerd • ⚛️ Physics Geek