Juan Camilo Martinez
AI Engineer
Building multi-agent systems, RAG pipelines, and production ML infrastructure. Open to AI Engineer roles.
Get in touchML Systems
End-to-end machine learning pipelines — from data ingestion to production deployment with monitoring.
RAG & LLM Integration
Custom RAG architectures, multi-agent systems, and LLM-powered features integrated into your product.
Data Engineering
Scalable data pipelines, real-time analytics, and API integrations that power business decisions.
Case Studies
Real systems I've built — from concept to production.
Invoz.ai
Privacy-first, on-device speech coach: dictation + real-time grammar correction + personalized pronunciation feedback powered by federated learning.
Pilaster
AI content versioning system — creative studio for structured content creation with version control.
Holus
Federated AI orchestrator — multi-agent system for enterprise AI deployment with Redis pub/sub event bus.
Genpeli
AI video pipeline — smart cuts, word-by-word captions, audio normalization for social media content.
Job Tracker CRM
Automated job discovery pipeline with AI-generated cover letters and resume tailoring.
Holusight
AI-powered document search engine — hybrid BM25 + vector + RRF retrieval with Claude answer synthesis. Local-first, no cloud required.
Fitness Dashboard
Real-time health analytics combining WHOOP + Strava data pipelines.
Accountability Partner
Public commitment tracker for my daily morning workout challenge—every workout, every morning, visible to everyone.
Astoria Conquest
Geospatial routing and map visualization to run every street in Astoria, Queens.
Social Media Pipeline
LLM-powered content generator that translates raw insights into polished posts.
AI Advisor Board
Multi-agent advisory directors debating strategy, risk, and customer voice.
Self-Improving AI Chatbot
RAG-powered conversational agent that evaluates its answers and expands its knowledge base autonomously.
Focus Time
macOS menu bar timer for hyperfocus awareness—periodic check-ins help you stay accountable during deep work sessions and review focus patterns.
NLP Data Science
Interactive presentation on pronunciation error detection and NLP analysis using Quarto and Python.
HRV Research: Understanding Heart Rate Variability
Machine learning analysis using WHOOP data to identify key drivers of daily HRV and optimize recovery protocols.
