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Veronika FalchikovaVF
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Veronika Falchikova

@veronikafalchikova

Machine Learning Engineer at BrokerDeck who built real estate search, recommendation, and listing comparison systems.

Russian Federation
Message

At BrokerDeck, I implemented a hybrid text-and-vector search engine for real estate properties. I also built a recommendation system using search infrastructure and property vector representations.

I built an LLM-based model to generate natural language comparisons between listings from structured property data, using Python, PyTorch, HuggingFace, and vLLM.

At Tinkoff Bank, I translated business needs into technical specifications for data storage. I developed SQL logic to clean, standardize, and join datasets from multiple sources.

With HackForLA, I create educational content for team members and community learners. I also worked as a teaching assistant for the Python programming basics course at Higher School of Economics.

Experience

Work history, roles, and key accomplishments

HA
Current

Data Scientist

HackForLA

Aug 2026 - Present (3 months)

Create educational content for team members and community learners.

BR

Machine Learning (NLP) Engineer

BrokerDeck

Jan 2024 - Dec 2025 (1 year 11 months)

Implemented a hybrid ML-driven search engine for real estate properties and built an LLM-based model for natural language comparisons. Developed a property recommendation system using search infrastructure and vector representations.

TB

DWH Systems Analyst

Tinkoff Bank

Apr 2022 - Jun 2023 (1 year 2 months)

Translated business needs into technical specifications for data storage and developed SQL logic to clean, standardize, and join large datasets from multiple sources.

HE

Teaching Assistant

Higher School of Economics

Jan 2021 - Jul 2021 (6 months)

Teaching assistant for a Python programming basics course.

Education

Degrees, certifications, and relevant coursework

Higher School of Economics logoHE

Higher School of Economics

Bachelor of Science, Computer Science

2018 - 2022

Bachelor of Science in Computer Science. Thesis: 'Spot the Bot: Semantic Trajectories of Natural Language Texts'.

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