[svc.01] 01
Chatbots & conversational assistants
Assistants with personality, context and memory. Embedded where your users already are.
- Anthropic
- OpenAI
- LangGraph
- Vercel AI SDK
$ whoami
victor.bautista — building ai
$ cat pitch.txt
AI that ships past the demo, into production.
$ status --color
taking on projects · barcelona · remote worldwide
Building AI
AI that ships past the demo, into production.
I design and build assistants, RAG systems and agents for teams that need real AI — not slide decks.
$ Working with
[0001] LLMs [0002] RAG [0003] Agents [0004] MCP [0005] Vector DBs [0006] Embeddings [0007] Fine-tuning [0008] Chatbots [0009] OpenAI [0010] Anthropic [0011] Google GenAI [0012] Open Source Models [0013] LangGraph [0001] LLMs [0002] RAG [0003] Agents [0004] MCP [0005] Vector DBs [0006] Embeddings [0007] Fine-tuning [0008] Chatbots [0009] OpenAI [0010] Anthropic [0011] Google GenAI [0012] Open Source Models [0013] LangGraph
LLMs RAG Agents MCP Vector DBs Embeddings Fine-tuning Chatbots OpenAI Anthropic Google GenAI Open Source Models LangGraph LLMs RAG Agents MCP Vector DBs Embeddings Fine-tuning Chatbots OpenAI Anthropic Google GenAI Open Source Models LangGraph
[ 01 ] Services
What we can build together.
Six clearly defined practice areas. Every project is scoped up front — no surprises later.
[svc.02] 02
RAG systems
Semantic search over your docs, contracts, manuals or knowledge base.
- pgvector
- Qdrant
- Cohere Rerank
- OpenAI
[svc.03] 03
LLM integration into existing apps
AI capabilities inside your product without rewriting it.
- TypeScript
- Python
- Streaming
- Structured outputs
[svc.04] 04
AI agent automation
Agents that run multi-step tasks with tools and human supervision.
- LangGraph
- Tool use
- Workflows
- Observability
[svc.05] 05
AI consulting & audits
Before building anything, deciding what is worth building.
- Roadmap
- TCO
- Evals
- Security review
[svc.06] 06
MCP servers & tools
Wire your internal systems into Claude, ChatGPT or other clients via Model Context Protocol.
- MCP
- FastMCP
- TypeScript
- OAuth
Personal project
GlucoTwin
Digital twin for people with diabetes. Predicts glycemic responses by combining sensor data and routines, helping users make better-informed decisions.
- Python
- Time series
- ML
- FastAPI
- Kotlin
Personal project
PDFSigner
Sign your PDF documents — handwritten, with a digital certificate, add images and fill forms.
- Python
- FastAPI
- Tailwind
- JavaScript
Got a project in mind?
Book a free 30-minute call, or send me a message.