Julia Belikova

Data Scientist

https://talent.gravityer.com/julia-belikova

Researcher and Developer in NLP, CV, RL

Skoltech

Key Strengths

Extensive personal project experience in Machine Learning and Data Science, particularly in areas like Handwritten Text Recognition, LLM hallucination detection, and video analytics.
Proficiency in Python, Jupyter Notebook, and various ML/AI frameworks.
Current role as a Data Scientist at Skoltech indicates relevant professional experience, though details are limited.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio demonstrates a strong interest in research-oriented and complex problem-solving tasks, which aligns well with an innovative and technically driven culture. The diversity of projects, from HTR to LLM hallucination detection and secure video analytics, shows a broad technical curiosity. However, the lack of team-based project descriptions or collaborative experience makes it difficult to fully assess cultural fit beyond technical alignment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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Projects

TOHA

April 17, 2026 – Present

Repository for the ACL 2026 paper "Hallucination Detection in LLMs with Topological Divergence on Attention Graphs"

View Project

overflow-detection

February 4, 2026 – Present

Detecting overflow in compressed token representations for RAG

View Project

PsiloQA

September 5, 2025 – Present

The PsiloQA pipeline automates the construction of a multilingual, span-level hallucination detection dataset with contexts.

View Project

MAPF_G2RL

May 23, 2024 – June 5, 2024

Implementation of the G2RL approach in the POGEMA environment

View Project

regex_fuzzing

May 22, 2023 – June 29, 2023

Evolution-structured fuzzing for extended regex and regular pattern vulnerability detection

View Project

regex_matcher

April 2, 2023 – May 21, 2023

A library for evaluating the complexity of regular expressions in different languages

View Project

secure-videoanalytics

December 9, 2022 – December 20, 2022

secure-videoanalytics — GitHub repository

View Project

hand_to_print

September 8, 2022 – June 5, 2024

The note-taking mobile application with the function of translating handwritten text into printable format

View Project

Remote-Camera-Vision

September 8, 2022 – October 30, 2022

Охранный сервис с использованием машинного зрения

View Project

HTR

July 31, 2021 – June 6, 2022

Handwritten text recognition

View Project

Key Strengths

Extensive personal project experience in Machine Learning and Data Science, particularly in areas like Handwritten Text Recognition, LLM hallucination detection, and video analytics.
Proficiency in Python, Jupyter Notebook, and various ML/AI frameworks.
Current role as a Data Scientist at Skoltech indicates relevant professional experience, though details are limited.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Julia Belikova

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit