Carlos Vecina
Hi! This is Carlos Vecina. I'm a Senior Data Scientist at JobandTalent, a Spanish unicorn. I've spent most of my career crunching data in the financial sector and consumer apps.
On a personal level, I'm now spending a year in APAC, exploring opportunities, since I fell in love with Indonesia and Australia.
Session
Which companies will potentially win in a dystopian future? Let an agentic framework imagine it and try to find out. Buy or short, it's up to you ;)
Our proposed framework consist on:
- Data ingestion: News, financial statements and OHLC information ingestion with data pipelines (Mage), embeddings and vector database (Weaviate).
- Merging previous knowledge with new data: Exploration on RAG system to feed the info to the LLM and keep the model updated.
- Create the investment crew and giving them tools LLM agents mimicking different investment roles (LangGraph) + financial toolset combination in order to make informed decisions.
We will try to distill for you our learnings while building it and keep the buzzwords apart... as much as possible.