Work index
Case studies spanning agentic AI, multimodal retrieval, recommendation, fraud & vision.
- All domains
- Personal project · Agentic RAG
- Personal project · Full-stack
- Agentic platforms
- Retrieval infrastructure
- NLP · Editor workflow
01
startlight-brain-app
A "second brain" app with semantic search, pgvector embeddings, knowledge graph, and Web Clipper — built end-to-end as a solo project.
45 commits · semantic search pipeline with hybrid retrieval (cosine + top-K) Personal project · Agentic RAG 2026 02 time-killing-app
Gamified productivity app — warriors, battles, and quests powered by OpenAI + Google Generative AI, built as a solo full-stack project.
203 commits · full-stack AI-native gamified productivity Personal project · Full-stack 2025 03 Agentic knowledge acquisition studio
Internal control plane tying multi-agent task graphs, retrieval, and evaluator hooks for regulated dossiers (stub brief).
Cold-start agent swarm <11 min median (staging) Agentic platforms 2025 04 Enterprise grade hybrid RAG gateway
Opinionated ingestion + retrieval façade unifying lexical + dense signals for marketplace scale (stub brief).
Rolling index rebuild P95 6m12s vs 54m baseline Retrieval infrastructure 2024 05 Text summarization with transformers
Summarization assistant for long-form Spanish newsroom copy with human-in-the-loop review.
Latency P95 −62% vs. monolithic baseline · human approval 4.3/5 NLP · Editor workflow 2021
A "second brain" app with semantic search, pgvector embeddings, knowledge graph, and Web Clipper — built end-to-end as a solo project.
45 commits · semantic search pipeline with hybrid retrieval (cosine + top-K) Personal project · Agentic RAG 2026 02 time-killing-app
Gamified productivity app — warriors, battles, and quests powered by OpenAI + Google Generative AI, built as a solo full-stack project.
203 commits · full-stack AI-native gamified productivity Personal project · Full-stack 2025 03 Agentic knowledge acquisition studio
Internal control plane tying multi-agent task graphs, retrieval, and evaluator hooks for regulated dossiers (stub brief).
Cold-start agent swarm <11 min median (staging) Agentic platforms 2025 04 Enterprise grade hybrid RAG gateway
Opinionated ingestion + retrieval façade unifying lexical + dense signals for marketplace scale (stub brief).
Rolling index rebuild P95 6m12s vs 54m baseline Retrieval infrastructure 2024 05 Text summarization with transformers
Summarization assistant for long-form Spanish newsroom copy with human-in-the-loop review.
Latency P95 −62% vs. monolithic baseline · human approval 4.3/5 NLP · Editor workflow 2021