Camilo
Martinez

Production audio ML pipeline synthesized from 46 research papers. Scores spoken English across 11 dimensions (7 acoustic + 4 linguistic). Whisper, wav2vec2, Parselmouth, and Silero VAD are orchestrated through a FastAPI service.

Real-time observability dashboard for autonomous agents across reasoning, generation, review, and publishing stages. Tracks agent health, execution state, and cross-platform content lifecycle signals.

Federated publishing API that transforms a single input into platform-native content for X, Threads, LinkedIn, Instagram, and Facebook. Multi-agent orchestration with Redis pub/sub event bus, silo isolation, guardrails, and autonomous self-improvement loops.

Version control system purpose-built for AI generation workflows. Tracks iteration history with intent notes, parameter diffs, and failure pattern detection across ComfyUI and multi-backend pipelines.

Multi-agent deliberation system with specialized agents debating strategy, sales, and market positioning to reach consensus decisions. Implements structured argumentation with confidence scoring and dissent tracking.

Hybrid retrieval system combining BM25 lexical search, vector embeddings, and reciprocal rank fusion (RRF) reranking. Answer synthesis is grounded with source citations.

Full-stack job search CRM with Kanban pipeline, AI-generated cover letters via LLM, and resume tailoring engine. FastAPI backend with PostgreSQL and React frontend, dogfooded for an active job search.

Local-first video editing pipeline automating smart cuts, word-level caption generation (Whisper), audio normalization, and multi-platform delivery for short-form video.

Portfolio chatbot with LLM-as-judge evaluation, feedback collection, live WHOOP/Strava context, and curated knowledge grounding.

Real-time health analytics dashboard pulling HRV, sleep, strain, and activity data from WHOOP and Strava APIs. Natural language querying via RAG-style contextual retrieval with daily automated ingestion pipeline.

Native macOS menu bar app built with Tauri 2 and Rust. Periodic check-ins during deep work sessions with focus pattern analytics and session history.

Graph-theory routing engine solving a Chinese Postman variant to run every street in Astoria, Queens. Geospatial visualization with route optimization and progress tracking across street segments.

Public accountability system pulling WHOOP workout data via API to surface daily training compliance. Streak tracking, missed-day alerts, and public visibility as a forcing function for consistency.

Research presentation on phoneme-level pronunciation error detection using NLP techniques. Built with Quarto and Python, covering acoustic feature extraction, error classification, and the research that later became Invoz.

ML analysis on 18 months of personal WHOOP data identifying key HRV drivers. Feature importance via gradient boosting, Shapley values for interpretability, and actionable recovery protocol recommendations backed by statistical significance testing.

Plotly Dash dashboard analyzing how NYC rideshare demand (Uber, Lyft, Taxi) aligned with weather and Uber stock performance across Apr–May 2025. 5 coordinated charts, rain-bucket lift analysis, temperature-trip correlations, and day-of-week seasonality. Baruch College · Group 6.