Marian Viktorov

Data Scientist

https://talent.gravityer.com/marian-viktorov

Developer

Member since June 27, 2026

Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects (ml_zoomcamp_capstone_2, llm-zoomcamp, ml_zoomcamp_capstone_1).
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to MLOps concepts through Dockerfile usage in projects like 'ml_zoomcamp_capstone_1' and 'ml_zoomcamp_capstone_2'.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project history shows a strong inclination towards self-learning and participation in 'zoomcamp' style courses, indicating a proactive and curious mindset. However, the projects are predominantly personal and lack diversity in team collaboration or real-world business impact, which might affect cultural fit in a collaborative, product-driven environment. The experience level is listed as 0, with a future-dated 'current' role, making it difficult to assess professional cultural fit.

Soft Skills & Operational Fit

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

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

SoloPreneur

December 1, 2025 – December 1, 2025

SoloPreneur — GitHub repository

View Project

ai-dev-tools-zoomcamp

November 27, 2025 – December 9, 2025

ai-dev-tools-zoomcamp — GitHub repository

View Project

llm-zoomcamp

July 11, 2025 – July 11, 2025

llm-zoomcamp — GitHub repository

View Project

ml_zoomcamp_capstone_2

February 2, 2025 – February 4, 2025

ml_zoomcamp_capstone_2 — GitHub repository

View Project

ml_zoomcamp_capstone_1

January 12, 2025 – January 12, 2025

Online Shoppers Intention analysis, models and deployment

View Project

leads_work

November 26, 2024 – November 26, 2024

leads_work — GitHub repository

View Project

leads

November 25, 2024 – November 25, 2024

leads — GitHub repository

View Project

sample_app

July 14, 2016 – September 16, 2016

sample_app — GitHub repository

View Project

ticketee

June 20, 2016 – August 6, 2016

ticketee — GitHub repository

View Project

Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects (ml_zoomcamp_capstone_2, llm-zoomcamp, ml_zoomcamp_capstone_1).
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to MLOps concepts through Dockerfile usage in projects like 'ml_zoomcamp_capstone_1' and 'ml_zoomcamp_capstone_2'.

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.

Marian Viktorov

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit