Darío Muñoz Prudant

prudant @gmail .com
+56 97854154

With more than two decades of experience in technology, I am passionate about data science, natural language processing (NLP) and generative AI models. In recent years my career has focused on innovation and practical application of machine learning models, generative models and biomathematic models. I also stand out in the design of advanced big data and distributed computing solutions.

As an entrepreneurial professional with the client in the focus of attention, my career reflects a constant commitment to learning and adapting to new technological trends. This orientation has allowed me to lead sophisticated projects and develop technological solutions that respond to current and future market needs.

At 43 years of age, my experience ranges from data science and software architecture to SCRUM cell leadership, which has allowed me to merge technical knowledge with a strategic market vision.

Experience
  • Over the course of more than 30 years of my career, I started out as a backend engineer and software architect, designing and scaling high-performance technological solutions. That base led me to lead product creation areas, where I combined technical and strategic vision to drive innovation. In recent years, my career has evolved into data science, leading teams and contributing directly to the development of biomathematic and machine learning models aimed at understanding human biological processes, especially those related to fatigue in the mining and hazardous cargo industry. This technical and leadership experience was the gateway to a deeper dive into the world of NLP and advanced artificial intelligence models, a field on which I am now fully focusing through Dolfs AI to create sophisticated and high-impact solutions.
Knowledge and areas of interest
  • Natural language processing: vectorization/embedding, clustering, text, NER, sentiment analysis, generative language models,.
  • Call Index, vector database, ReAct agents, Langchain.
  • Server infrastructure for generative models and GPU inference cluster.
  • Machine learning: Python, PyTorch, Nvidia Rapids, Scikit-Learn
  • Client/Server Application Design with Java technology.
  • Design of streaming and distributed computing platforms with tools such as Apache Spark, Apache Ignite and Apache Kafka, and other similar tools.
  • Software architecture oriented to real-time computing, streaming and big data solutions
  • Design/integration of real-time telemetry and monitoring systems, real-time databases (Firestore).
  • SQL/NOT-SQL
  • Infrastructure based on Debian Linux servers.
  • Fullstack .net core application design Razon/Blazor
  • middleware design/architecture patterns, agents, microservices, distributed computing and eventstore, CQRS.
  • UHF, HF, LF RFID hardware.
  • Client/Server application design with .Net core technology
  • Data analysis with python.
Online Contributions
Professional Timeline
2025 • News

Dolfs AI

* As founder and strategic director, leading the development of artificial intelligence solutions applied to digital business transformation. I have led projects in which we integrate language models, computer vision and predictive systems, always aimed at generating efficiency, scalability and new opportunities for organizations.

* I apply my experience in managing innovation projects, designing AI architectures and coordinating multidisciplinary teams to accompany companies in the adoption of artificial intelligence in a strategic and sustainable way. My role combines technological vision and leadership, ensuring that each solution is aligned with corporate objectives and real business impact.

2017 • 2025

Gauss Control

* Senior architect and data scientist, leading the architecture of innovative solutions. and building machine learning models.
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* Creation of biomathematic and machine learning models to prevent accidents due to human fatigue, distributed computing architecture and streaming.

2014 • 2017

RFID Technologies

* Senior fullstack software developer and software architect.

* Development of telemetry, identification and traceability solutions using fullstack.net and RFID technology within the mining industry.

2010 • 2014

Walkthru Software

* Backend engineer and director, leading highly challenging team and projects.

* Construction of low-code middleware software to interconnect logistics and traceability platforms using RFID technology with massive data flows.

2008 • 2009

Azul IT Consultants

* Experienced developer, delivering quality and high-performance projects under iterative and fast programming methodology.

* Software engineering using .NET technologies to develop full-stack solutions.

2008

Higher education

University of Tarapacá Arica, Chile Engineering and execution in computing and informatics.
(Incomplete university studies, completed until the last year)

My vision

I aim to create a significant impact on society by applying my knowledge in data science, natural language processing and big data architecture, to tackle challenging projects and generate value on a large scale.

My fundamentals

Innovation

Innovation is the engine that drives my approach to creating transformative technological solutions. I am constantly looking for new ways to address challenges and take advantage of opportunities that arise in the changing digital landscape.

I am passionate about exploring emerging technologies, such as artificial intelligence and machine learning, and applying them creatively to develop products and services that make a difference.

Quality

Quality is a guiding principle in everything I do. I strive to achieve the highest standards in every project and deliverable, ensuring that the solutions I develop are robust, scalable and exceed user expectations.

Quality is not just a metric, but a mindset that permeates every aspect of my work.

Responsibility

Responsibility is a fundamental value that guides my actions and decisions. I am responsible for the results of my work and strive to fulfill the commitments made.

I am proactive in communicating with stakeholders, keeping them informed about progress, challenges and achievements.

Responsibility, for me, also means generating positive and high-impact change.