Data Scientist · building in public
I'm Christopher Manzano Vimos. Data Scientist and AI Engineer. I design, build and operate production AI systems end to end — architecture, models, infrastructure and the on-call that comes with it. Talks, mentoring and consulting available.
LLM-powered analysis · Quant & fundamentals · Self-hosted infra · Shipping in public
services
I work with teams that need AI systems to actually reach production — and with people who want to build them. Talks, mentoring and consulting, in Spanish or English.
For teams, universities and events
Sessions on applied AI that are built from systems actually running in production, not from a vendor deck. I bring real architectures, the decisions behind them and the things that broke — which is usually the part people remember.
Ask about thisFor data scientists and AI engineers
One-to-one sessions for people who can already train a model and now need to make it someone else's dependency. I have mentored engineers and set quality standards on client teams, and this is the same thing without the consultancy wrapper.
Ask about thisFrom architecture to something that runs
I take AI systems from an idea to production and stay for the part where it has to keep working. Nearly four years of client delivery in energy, insurance, SaaS, legal tech and medical imaging — and a portfolio of systems I host and operate myself, which is the honest test of whether the advice holds.
Ask about thisacademia
A Deep Reinforcement Learning agent that manages a portfolio end to end — deciding not just how to rebalance, but whether to rebalance at all.
portfolio
A small set today, growing fast. Each one is something I'm actually running.
Multi-agent AI investment analyst
A LangGraph multi-agent system that pulls market data, runs numerical, fundamental and macro analysis, and synthesises a buy/sell thesis with entry, take-profit and stop-loss.
LangGraph · Multi-agent · Quant · Valuation · LLMs
View projectAuction tracker with automated alerting
A Playwright scraping pipeline that tracks auctions and surfaces the best quality-for-price item — not just the cheapest — with self-hosted email alerts and on-demand LLM vision on the listing photos.
Scraping · Ranking · LLM vision · Alerting
View projectOpen to interesting data problems and collaborations.