Nikolai Statsenko
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Nikolai Statsenko Email & Phone Number

Data Scientist | Python, SQL, ML, DL | Geoscientist at Freedom Bank
Location: Almaty, Kazakhstan, Kazakhstan 4 work roles 2 schools
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Current company
Freedom Bank
Role
Data Scientist | Python, SQL, ML, DL | Geoscientist
Location
Almaty, Kazakhstan, Kazakhstan

Who is Nikolai Statsenko? Overview

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Nikolai Statsenko is listed as Data Scientist | Python, SQL, ML, DL | Geoscientist at Freedom Bank, based in Almaty, Kazakhstan, Kazakhstan. AeroLeads shows a matched LinkedIn profile for Nikolai Statsenko.

Nikolai Statsenko previously worked as Data Scientist at Freedom Bank and Data Scientist at Independent Projects. Nikolai Statsenko holds Магистр, Geology/Earth Science, General, 4.91 from Московский Государственный Университет Им. М.В. Ломоносова (Мгу).

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Freedom Bank

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About Nikolai Statsenko

Data Science and Machine Learning Specialist in Credit RiskAs a data enthusiast, I'm deeply convinced that AI is the new electricity, and I'm dedicated to applying it across various industries to solve complex business problems.In my current role as a Data Scientist in the credit risk modeling department, I focus on building and optimizing credit scoring and default probability models. I use a wide range of machine learning tools, such as scikit-learn, LightGBM, CatBoost, LAMA, PyTorch, to deliver precise risk predictions and support better decision-making in risk management.Previously, I gained valuable experience in the oil and gas industry, specializing in statistical analysis and geospatial data visualization. Driven by my passion for computer vision, I undertook a pet project to develop a custom system for detecting oil wells in satellite images.Constantly improving my skills in machine learning and deep learning, I'm excited to explore new opportunities where I can apply my analytical skills and innovative thinking to drive transformative change.Stack:* Python (pandas, numpy, matplotlib, seaborn)* Scikit-learn, LightGBM, CatBoost* PyTorch* SQL* Git

Current workplace

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Freedom Bank
Freedom Bank
Data Scientist | Python, SQL, ML, DL | Geoscientist
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4 roles

Nikolai Statsenko work experience

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Data Scientist

Current
Freedom Bank

Almaty, Kazakhstan

  • Modeling and Analysis: Building, testing, and optimizing credit scoring and default probability models with Python, SQL, and libraries like scikit-learn, CatBoost, LightGBM, and LightAutoML.
  • Data Integration: Collaborating with data providers to ensure reliable data sources, refining features, and applying data aggregations for better model performance.
Aug 2024 - Present

Data Scientist

Independent Projects
  • Album Cover Genre Classification
  • Developed a model to classify music genres based on album covers using PyTorch, achieving a 71% Micro F1 score.
  • Built a web application with Streamlit and integrated a recommendation system using FAISS.Oil Well Detection Application
  • Detected oil wells in satellite images using YOLO-v8.
  • Gathered data from scientific articles, fine-tuned the model, and built a Streamlit web application.Energy Consumption Forecasting in… Show more Album Cover Genre Classification
  • Gathered data from scientific articles, fine-tuned the model, and built a Streamlit web application.Energy Consumption Forecasting in Kaliningrad Region
Dec 2023 - Jun 2024

Geological Data Analyst | Geoscientist

Gazpromneft- Ntc

Санкт-Петербург, Санкт-Петербург, Россия

  • Expanded the resource base of the field by 15%: used regression methods and clustering, which made it possible to detect missing objects.
  • Conducted an assessment of gas resources in the fields, increasing their potential profitability by 17% through the use of advanced analytical techniques.
  • Analytics and visualization: prepared more than 40 analytical materials and presentations, and participated in their defense.
Dec 2021 - Feb 2023

Geoscientist

Vniineft

Москва, Россия

  • Saved more than $10 million: implemented approaches to probabilistic assessment of deposits (Monte Carlo method), which allowed taking into account risks and refusing to purchase unprofitable licenses.
  • Increased the average daily production by 2 times: performed geostatistical analysis and created a 3D model of the oil field using Petrel and Excel.
  • Prepared a database of three deposits in the Republic of Uzbekistan: collection, marking, analysis of historical data.
Jul 2019 - Dec 2021
2 education records

Nikolai Statsenko education

FAQ

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What company does Nikolai Statsenko work for?

Nikolai Statsenko works for Freedom Bank.

What is Nikolai Statsenko's role at Freedom Bank?

Nikolai Statsenko is listed as Data Scientist | Python, SQL, ML, DL | Geoscientist at Freedom Bank.

Where is Nikolai Statsenko based?

Nikolai Statsenko is based in Almaty, Kazakhstan, Kazakhstan while working with Freedom Bank.

What companies has Nikolai Statsenko worked for?

Nikolai Statsenko has worked for Freedom Bank, Independent Projects, Gazpromneft- Ntc, and Vniineft.

How can I contact Nikolai Statsenko?

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What schools did Nikolai Statsenko attend?

Nikolai Statsenko holds Магистр, Geology/Earth Science, General, 4.91 from Московский Государственный Университет Им. М.В. Ломоносова (Мгу).

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