Hello, I'm

Manel Soler

I work with AI, but I'm curious about many things

Originally from a small town near Valencia but now living in Madrid.

When I'm not working, you'll find me playing (or watching) sports like football, tennis, padel, or at the crossfit box.

I enjoy nature and great music – especially Dub, R&B, Soul, and Funk.

This is my personal corner of the internet where I share a bit of who I am beyond the code.

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My Journey

Knowledge Evolution

Physics Studies

2016 - 2021

Theoretical physics specialization At Universitat de Valencia

Master in Data Science

2021 - 2022

Studied machine learning, deep learning and statistics

Data Scientist

2022 - 2024

Applied ML and data analysis to solve real-world business problems

Philosophy Studies

2023 - Present

Bachelor's degree at UNED, studying a few subjects per year as a long-term intellectual pursuit

AI Engineer

2024 - Present

Working on multi-agent systems and researching LLM agentification.

My Career

Work Experience

AI Engineer
- VRAIN

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AI Engineer at VRAIN

Valencian Research Institute for Artificial Intelligence (Feb 2024 - Present)

  • Integrated LLMs to the SPADE MAS ecosystem, designing and developing spade_llm extension

  • Researched agentification of LLMs focusing on memory management and tool execution

  • Developed context maintenance fundamentals for truly effective AI agents

  • Built MAS integration library for smart city IoT applications

Data Scientist
- Solver Intelligent Analytics

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Data Scientist at Solver Intelligent Analytics

Sep 2022 - Feb 2024 (1 year 7 months)

  • Data Science Techniques: ETL, Feature Engineering, Visualization

  • Machine Learning: Clustering, Demand Forecasting, Attribution Modeling

  • Advanced ML: Delay Forecasting, Classification, Regression

  • Deployment & Workflow: AWS, Docker, Airflow, Jenkins

My reads

Recent Books

My thoughts

Recent Posts

20 Jan

The Memory Revolution: Why Context Management is Key to Intelligent AI Agents

The transition from stateless tools to persistent, context-aware agents is the difference between having a calculator and having a thinking partner...

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18 Jan

From Technical Goal to Geopolitical Weapon: How the Race for AGI Became the New Cold War

How Nick Bostrom's theoretical framework for AI safety became the organizing principle of a geopolitical arms race between superpowers...

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My Portfolio

Recent Works

As a believer in learning by doing, I've been working on personal projects (always for fun) to master technologies I wanted to learn. Along the way, I've been solving some everyday problems I encountered.

📍

Valencia Smart City MCP

MCP server providing real-time traffic, bike-sharing, air quality and weather data from Valencia, Spain

Python MCP Smart City IoT
GitHub
📚

RAG Techniques Handbook

A collection of advanced RAG (Retrieval Augmented Generation) techniques with code implementations and documentation.

Python RAG AI Documentation
GitHub
🤖

Learn Sherpa AI

Multi LLM agent system that discovers books for you and allow you to chat whit the books reviews in Reddit and Goodreads

Python AI Agents RAG Education
GitHub
🚦

Traffic Flow LDT

Digital twin for urban traffic congestion prediction using SPADE multi-agent system with meteorological and traffic sensor data integration

Python SPADE Digital Twin Machine Learning Smart City
GitHub
🎥

Talk Tube

A repository that facilitates generating transcripts from YouTube videos and allows for QA functionality RAG model integrated with LLMs.

Python RAG Video Processing YouTube
GitHub

Talk to me

Email

manelbng@gmail.com Write me