I'm passionate about building impactful machine learning and data science solutions. Over the last five years, I've honed my skills in production ML, LLM systems, and various domains including GRC, AML/KYC, and telecom. I thrive on collaborating with cross-functional teams to deliver innovative products that drive significant results.

Balint Hantos

I'm passionate about building impactful machine learning and data science solutions. Over the last five years, I've honed my skills in production ML, LLM systems, and various domains including GRC, AML/KYC, and telecom. I thrive on collaborating with cross-functional teams to deliver innovative products that drive significant results.

Available to hire

I’m passionate about building impactful machine learning and data science solutions. Over the last five years, I’ve honed my skills in production ML, LLM systems, and various domains including GRC, AML/KYC, and telecom. I thrive on collaborating with cross-functional teams to deliver innovative products that drive significant results.

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Experience Level

Expert
Expert

Language

English
Advanced
German
Intermediate

Work Experience

Senior Software Engineer - Machine Learning at Mitratech Alyne GmbH
January 1, 2025 - Present
Designed and shipped the company's first set of agents & MCP servers using AWS AgentCore, collaborated with multiple teams for productionization, introduced Terraform for IaC adoption, developed automated evaluations for QA, and created a chatbot for workflow automation.
Data Scientist at Diligent Corporation
September 1, 2023 - December 1, 2024
Served as internal consultant on NLP features, improved compliance recommender system, developed a new pipeline to prevent $3M customer churn, shipped a business news analytics product, and maintained datasets and legacy ML products.
Data Scientist at Ericsson - Expert Analytics
December 1, 2021 - September 1, 2023
Involved in the development of a cloud-based time-series anomaly detector, implemented Bayesian online changepoint detection algorithm, and optimized distributed training of forecasting models for significant speedup.
Python intern at BI Consulting Kft.
August 1, 2021 - December 1, 2021
Automated data ingestion processes using Python and SQL, participated in organizing the Budapest BI 2021 Conference.

Education

MSc at Eötvös Loránd University
January 1, 2021 - January 1, 2023
BSc at Eötvös Loránd University
January 1, 2017 - January 1, 2021

Qualifications

Add your qualifications or awards here.

Industry Experience

Financial Services, Software & Internet, Telecommunications, Professional Services, Other

Experience Level

Expert
Expert

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