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Allar Martson

@allarmartson

Senior AI Engineer at Mobiversal, building a Claude-powered RAG platform and multimodal recommendation systems.

Estonia
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At Mobiversal, I lead the design and delivery of AI and data platform solutions for real estate search, personalization, and recommendations. I built a RAG platform using Anthropic Claude via AWS Bedrock to process real estate listings, and designed prompt compression pipelines that reduced token use and inference costs.

I also developed multimodal recommendation and image-ranking models using text, image, and geospatial data. My work includes productionizing ML models with AWS SageMaker and building vector embedding systems for semantic search and recommendation.

Before Mobiversal, I built NLP-based quality assurance systems at Klaus and developed named entity recognition and contextual language models at ContentQuo. I hold a Bachelor of Science from Tallinn University of Technology.

Experience

Work history, roles, and key accomplishments

MO
Current

Senior AI Engineer

Mobiversal

Jan 2022 - Present (4 years 8 months)

Led design and delivery of end-to-end AI and data platform solutions for real estate search, personalization, and recommendation systems. Owned the full ML lifecycle from data ingestion to model deployment and monitoring.

CO

Data Scientist

ContentQuo

Jul 2018 - Aug 2019 (1 year 1 month)

Developed NLP-based Named Entity Recognition models and trained contextual language models for AI-driven evaluation workflows. Conducted exploratory data analysis and designed data sampling strategies.

Education

Degrees, certifications, and relevant coursework

TT

Tallinn University of Technology

Bachelor of Science, Data Science

Bachelor of Science degree from Tallinn University of Technology, graduated in June 2018.

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