Hello! I’m Ionel Tudor Calistru, a Senior ML Engineer based in Switzerland with a strong track record in building scalable AI systems, NLP, and multimodal models. I enjoy turning complex problems into robust, production-ready solutions and collaborating with cross-functional teams to create real-world impact. My work spans machine learning, information retrieval, and MLOps, with a focus on delivering reliable pipelines and effective vector search capabilities. I have a solid research and teaching background from my PhD and academic roles, and I actively share knowledge through talks and mentoring. I thrive in multicultural environments and continuously explore cutting-edge AI topics, including RAG, GenAI, and hybrid search architectures, to stay ahead in a fast-paced field.

Ionel Tudor Calistru

Hello! I’m Ionel Tudor Calistru, a Senior ML Engineer based in Switzerland with a strong track record in building scalable AI systems, NLP, and multimodal models. I enjoy turning complex problems into robust, production-ready solutions and collaborating with cross-functional teams to create real-world impact. My work spans machine learning, information retrieval, and MLOps, with a focus on delivering reliable pipelines and effective vector search capabilities. I have a solid research and teaching background from my PhD and academic roles, and I actively share knowledge through talks and mentoring. I thrive in multicultural environments and continuously explore cutting-edge AI topics, including RAG, GenAI, and hybrid search architectures, to stay ahead in a fast-paced field.

Available to hire

Hello! I’m Ionel Tudor Calistru, a Senior ML Engineer based in Switzerland with a strong track record in building scalable AI systems, NLP, and multimodal models. I enjoy turning complex problems into robust, production-ready solutions and collaborating with cross-functional teams to create real-world impact. My work spans machine learning, information retrieval, and MLOps, with a focus on delivering reliable pipelines and effective vector search capabilities.

I have a solid research and teaching background from my PhD and academic roles, and I actively share knowledge through talks and mentoring. I thrive in multicultural environments and continuously explore cutting-edge AI topics, including RAG, GenAI, and hybrid search architectures, to stay ahead in a fast-paced field.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

Romanian, Moldavian, Moldovan
Fluent
English
Fluent
French
Advanced
German
Intermediate
Italian
Intermediate
Greek, Modern
Beginner

Work Experience

Senior ML Engineer at Solera
November 1, 2017 - November 26, 2025
Senior ML Engineer focused on Machine Learning, Deep Learning, Visual Intelligence and Transformers, VLMs and multimodal models, Information Retrieval, and MLOps pipelines. Develop embeddings, vector search solutions, and experimentation with TensorFlow, PyTorch, Keras, and Scikit-learn. Work across cloud platforms (GCP/AWS), containers (Docker, Kubernetes, Kubeflow, VertexAI), and search ecosystems (Lucene/Elasticsearch/Solr). Explore AutoML/AutoKeras, BigQuery, DataFlow, Kafka, and Spark for scalable data processing. Lead initiatives in RAG/GenAI, fine-tuning, CoT and instruction tuning, and hybrid search (LLMs + Elasticsearch). Implement vector databases (LanceDB, JINA) and CLIP-as-a-service. Designed and delivered innovative AI solutions and scalable ML pipelines.
ML Engineer at Centralway Numbrs AG
June 1, 2017 - June 1, 2017
Collaborated with cross-functional teams on data processing & ETL, banking transactions classification, user profiling, and recommendation systems. Implemented NLP/NLU pipelines, worked with Python/Java, and leveraged Spark/SparkML, Lucene/ElasticSearch, and various data stores (HDFS/CouchDB/CitusDB). Built scalable ML components and contributed to data-driven decision making.
Committee Member at CUSO Doctoral Program in Computer Science
January 1, 2016 - January 1, 2016
Served as a committee member for the doctoral program, contributing to governance and program planning.
Research and Teaching Assistant at Information Management Institute, University of Neuchatel
January 1, 2016 - January 1, 2016
Taught Machine Learning, Programming (Java & Python), Databases and Information Systems; supported research activities and student mentoring; contributed to academic and research projects.
C# Developer at Eci Software Solutions
January 1, 2011 - January 1, 2011
Contributed as part of a ten-engineer team building software solutions for meter reading services and ERP synchronizations.
Software Development Engineer at FmAudit, LLC
January 1, 2011 - January 1, 2011
C# development for a complex print management system with remote meter reading, TCO assessments, ERP synchronizations and automated supply delivery.
Intern at Laboratoire TIMC-IMAG, Joseph Fourier University
September 1, 2009 - September 1, 2009
Developed a multi-agent simulation framework enabling communication between clinicians and researchers in molecular biology.

Education

PhD at Information Management Institute, University of Neuchatel, Switzerland
January 1, 2011 - June 1, 2016
MSc in Computer Science at Alexandru Ioan Cuza University, Iasi, Romania
January 1, 2008 - January 1, 2010
BSc in Computer Science at Alexandru Ioan Cuza University, Iasi, Romania
January 1, 2004 - January 1, 2008
Exchange Student at Universita degli Studi di Bari, Italy
March 1, 2007 - July 1, 2007

Qualifications

Erasmus LLP Scholarship
January 1, 2009 - November 26, 2025
Socrates-Erasmus Scholarship
January 1, 2007 - November 26, 2025
University Scholarship
January 1, 2004 - January 1, 2008

Industry Experience

Computers & Electronics, Software & Internet, Professional Services, Education, Media & Entertainment