Cyberia Marketplace

Machine learning and quantitative data analysis specialist

Finance

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Languages

Russian

English

Skills

Python

Data analysis

Machine Learning

Data Science

Linux

TensorFlow

C/C++

Docker

Kubernetes

Computer Vision

Deep learning

LLM

NLP

PyTorch

Git

OpenCV

English language

Machine learning

DevOps

Work experience - 7 years

Finance	Quantitative researcher
Experience: 2 years	Responsible for creating automated trading strategies based on machine learning and statistical analysis. Conducted research of market data, identified and formalized potentially profitable dependencies. Developed and implemented trading strategies based on statistical patterns, performed back-testing of strategies on historical data, assessed their effectiveness, stability, and business potential. Optimized the existing model evaluation pipeline, reducing the error in predicting returns and drawdown. Created a model, launched in production and actively used. Utilized machine learning and deep learning approaches.

Finance

Quantitative researcher

Experience:
2 years

Responsible for creating automated trading strategies based on machine learning and statistical analysis. Conducted research of market data, identified and formalized potentially profitable dependencies. Developed and implemented trading strategies based on statistical patterns, performed back-testing of strategies on historical data, assessed their effectiveness, stability, and business potential. Optimized the existing model evaluation pipeline, reducing the error in predicting returns and drawdown. Created a model, launched in production and actively used. Utilized machine learning and deep learning approaches.

IT	ML engineer
Experience: 1 year	Responsible for the ML part of several projects, from initial concept to final implementation, encompassing ML logic, backend, and DevOps aspects. Developed a model for medical image analysis, involving data labeling and training a neural network for semantic segmentation. The resulting model is applicable to various solutions. Implemented a service for image manipulation, selecting and integrating an appropriate architecture, building a data processing pipeline, and deploying it to production. Developed a solution for real-time processing within a browser environment. Created a web service for generating user interfaces based on text requests. Integrated various APIs to facilitate this process and built a robust server architecture with monitoring and logging capabilities.

ML engineer

Experience:
1 year

Responsible for the ML part of several projects, from initial concept to final implementation, encompassing ML logic, backend, and DevOps aspects. Developed a model for medical image analysis, involving data labeling and training a neural network for semantic segmentation. The resulting model is applicable to various solutions. Implemented a service for image manipulation, selecting and integrating an appropriate architecture, building a data processing pipeline, and deploying it to production. Developed a solution for real-time processing within a browser environment. Created a web service for generating user interfaces based on text requests. Integrated various APIs to facilitate this process and built a robust server architecture with monitoring and logging capabilities.

Automotive industry	ML Engineer
Experience: 1 year	Developed a system for identifying individuals using advanced neural networks and integrated it into a final product. Trained a model to recognize human emotions from visual data and successfully implemented it. Designed and implemented a system for synchronizing and displaying video feeds from multiple sources. Utilized machine learning and deep learning approaches including face detection, recognition, and image classification.

Automotive industry

ML Engineer

Experience:
1 year

Developed a system for identifying individuals using advanced neural networks and integrated it into a final product. Trained a model to recognize human emotions from visual data and successfully implemented it. Designed and implemented a system for synchronizing and displaying video feeds from multiple sources. Utilized machine learning and deep learning approaches including face detection, recognition, and image classification.

IT	ML Engineer
Experience: 2 years	Responsible for the ML part of a new product, including data collection and labeling, model architecture selection and optimization, metric tuning, training, and deployment to production. Project involved creating a service utilizing AI. Developed and implemented an object recognition system. Built and trained models for image classification and extraction. Designed and implemented a production pipeline and server architecture, ensuring high performance and scalability. Conducted neural network optimization using advanced techniques. The product was successfully launched and continues to function. ML/DL approaches included image detection and classification, model optimization, and speech-to-text.

ML Engineer

Experience:
2 years

Responsible for the ML part of a new product, including data collection and labeling, model architecture selection and optimization, metric tuning, training, and deployment to production. Project involved creating a service utilizing AI. Developed and implemented an object recognition system. Built and trained models for image classification and extraction. Designed and implemented a production pipeline and server architecture, ensuring high performance and scalability. Conducted neural network optimization using advanced techniques. The product was successfully launched and continues to function. ML/DL approaches included image detection and classification, model optimization, and speech-to-text.

IT	Software Engineer
Experience: 1 year	Development and adaptation of software for mobile devices. Work on optimizing the platform for various devices. Use of various programming languages and technologies to ensure the stable and efficient operation of mobile applications.

Education

Finished	x2	Higher School of Economics / Information Technology
Finished	x1	OTUS / Information Technology
Finished	x1	Educational institution / Information Technology

Languages

Russian

English