Aleksandr Ishchenko
Welcome to my CV website.

About Me

This is a long story. Short CV is here

My deep understanding of artificial intelligence and statistics, combined with my passion for financial markets and economics, makes me a valuable quantitative developer and ML engineer

As a full-stack developer, I will be joining the project for a part-time basis and duration of 3-6 months, concentrating on a major segment of the project to enhance organization and efficiency

Experiences

• 2023

  Jul

  Freelancer - Full Stack Engineer

  Vienna, Austria. Hybrid

  Undertook challenging part-time projects requiring advanced technical skills.

  Core Competencies

  Algorithmic Trading: Developed and refined automated trading strategies, including high-frequency trading (HFT) pipelines, and conducted research into long-term portfolio strategies.
  Technical Leadership: Provided critical support to the CTO in operational procedures and led development initiatives, including project estimation and code reviews.
  Full-Stack Development: Engineered robust backend and frontend systems, utilizing RESTful APIs to power web and mobile platforms. Built scalable, high-performance web applications and tools.
  Platform Integration: Expanded the capabilities of diverse platforms (eCommerce, SaaS, BaaS, B2B, B2C) through feature development and integration. Implemented microservices architecture for enhanced system efficiency.
  DevOps and Infrastructure: Contributed to DevOps practices and designed advanced database architectures to support reliable and scalable systems.
  Additional activities: Demonstrated proficiency in Chrome extension development.

  Skills:

  Data Science · Data Analysis · Data Visualization · Python · PyTorch · JavaScript · React.js · TypeScript · NestJS · Node.js · Google Cloud Platform (GCP) · MySQL · MongoDB · Docker · Git · Continuous Integration and Continuous Delivery (CI/CD) · Jest · Cypress · React/Redux · Redux.js · RxJS

• 2022

  Jun

  Atlas - Machine Learning Engineer

  Vienna, Austria. On-site

  Developed ML pipelines for generating AAA-quality 3D game assets.

  Core Competencies

  Generative AI for Game Asset Creation: Developed and implemented generative AI pipelines to efficiently produce high-quality 3D assets for game development.
  Specialized Deep Learning for 3D Asset Generation: Fine-tuned deep learning models for precise 3D reconstruction and generation of game assets from various input data, enhancing asset quality and diversity.
  Full-Stack Development: Possessing a comprehensive skill set, I build robust and scalable software solutions from the database to the user interface.

  Skills:

  Python · Pytorch · Machine Learning · Computer Vision · Deep Learning · Jupyter notebook · Numpy · Pandas · GoogleCloudPlatforms · GIT · MySQL · Agile Methodologies · Scrum · SAFE Agile Framework ·

• 2020

  Dec

  Jumio - Machine Learning Engineer

  Vienna, Austria. On-site

  Proven ability to drive innovation, as evidenced by winning a company-wide hackathon and subsequent career pivot.

  Core Competencies

  Sensitive Data Classification: Engineered robust deep learning models for precise identification and categorization of sensitive information within both textual and visual datasets, including sensitive financial data such as user IDs and credit card numbers.
  Large-Scale Data Handling: Engineered robust systems capable of processing and analyzing massive datasets to extract valuable insights while ensuring data privacy and security.

  Skills:

  Python · Pytorch · Tensorflow · PySpark · Machine Learning · Computer Vision · Deep Learning · Convolutional Neural Networks (CNN) · AWS · S3 · EMR · Jupyter notebook · Numpy · Pandas · GIT · DynamoDB · MySQL · Webassembly · Plotly · Jenkins · Agile Methodologies · Scrum · SAFE Agile Framework ·

• 2019

  Dec

  Jumio - Senior Front end developer

  Vienna, Austria. On-site

  Core team member in developing essential functionalities.

  Core Competencies

  High-Performance Development: Delivered high-load B2C projects, building scalable and responsive web applications and APIs.
  Full-Stack Engineering: Proficient in both frontend and backend development, crafting robust and user-centric digital experiences.
  DevOps and Deployment: Excelled in code review, deployment, and release management to ensure software quality and efficiency.
  Technology Proficiency: Demonstrated expertise in WebAssembly and Python-to-JavaScript code translation for performance optimization and cross-platform development.
  Agile Development: Successfully implemented SAFe Agile framework in a team to optimize project delivery and collaboration in large-scale environments.
  

  Skills:

  JavaScript · React.js · Redux.js · React/Redux · Python · Docker · Amazon Web Services (AWS) · SASS

• 2017

  Apr

  Deluxe Entertainment - Senior Full Stack Engineer

  Los Angeles, CA, USA. Remote

  Led a team of 3 to 10 in building a project from the ground up.

  Core Competencies

  Technical Leadership: Led frontend development teams, providing technical guidance, and contributing to strategic decision-making processes.
  Full-Stack Development: Possessing strong frontend and backend expertise, I have successfully delivered complex web applications and APIs.
  Platform Development: Architected and built scalable SaaS, BaaS, and B2B platforms from the ground up, integrating microservices for optimal performance and maintainability.
  Database Design: Designed and implemented advanced database architectures to support high-performance and data-intensive applications.
  

  Skills:

  Python · JavaScript · MySQL · React/Redux · React.js · Redux.js · Docker · Amazon Web Services (AWS)

• 2013

  May

  Neotech Development - Senior Frontend Developer

  Tallinn, Estonia. On-site

  Played a pivotal role in building foundational components of the system.

  Core Competencies

  Full-Stack Development: Proficient in both frontend and backend development, delivering high-performance B2C applications across multiple platforms.
  API Development: Designed and implemented RESTful APIs for seamless integration with web and mobile applications.
  DevOps and Deployment: Ensured efficient software delivery through code review, deployment, and release management processes.
  E-commerce Expertise: Built robust, scalable, and high-performance web applications, incorporating secure payment gateway integrations.
  

  Skills:

  Python · JavaScript · React/Redux · React.js · Redux.js · MySQL · MongoDB · Apache Cordova · Angular

• 2007

  Oct

  Prodvijenec.ru - Founder

  Rostov-on-Don, Russia. On-site

  Founded and successfully scaled a web studio to 20 employees, generating profitability during entire leadership until exit.

  Core Competencies

  Web Development: Building and maintaining high-quality websites and web applications to meet client needs.
  Search Engine Optimization (SEO): Implementing strategies to improve website visibility and organic search rankings.
  DTeam Leadership: Managing and developing a team of 20 web development professionals.
  

  Skills:

  MySQL · JavaScript · PHP · jQuery · HTML · CSS · CSM (WordPress, Drupal, Joomla, etc) · SEO

Projects

• 2021

  2019

  Airlines alternative data

  Engineered a solution to extract actionable insights from airline alternative data.

  Core Functionalities

  Data Acquisition: Collects and integrates a diverse range of airlines related traditional and alternative financial data sources.
  AI-Driven Investment Research: Develops and deploys sophisticated AI models to identify profitable investment opportunities within the collected dataset.
  Investment Performance Visualization: Creates interactive dashboards to effectively communicate investment insights and results.
  

  Skills:

  Python · Data Science · PyTorch · Data Analysis · Data Visualization · Docker Products · FastAPI · React.js · Google Cloud Platform (GCP) · MySQL · Git · Continuous Integration and Continuous Delivery (CI/CD)

• 2016

  2013

  Poker (Texas Hold'em) Betting System/Bot

  Developed a comprehensive game analytics and predictive modeling platform.

  Core Functionalities

  Data Engineering: Efficiently extracted and consolidated game data from multiple sources, storing it in both file-based and relational database formats for subsequent analysis.
  Model Development: Built a robust suite of statistical and machine learning models to predict game outcomes and inform decision-making.
  Automated Agent: Constructed an intelligent agent capable of making autonomous betting decisions across various platforms based on real-time model predictions and table selection criteria.
  Performance Optimization: Continuously monitored and refined system performance through rigorous result analysis and model iteration.
  

  Skills:

  Python · Data Science · Reinforcement Learning · Scikit-Learn · MySQL · Deep Learning · NumPy · Pandas (Software)

• 2013

  2012

  Oversource - Sales Lead Exchange Platform

  Developed a comprehensive, beta-ready platform for trading sales leads. Based in San Francisco for six months, actively pitching to potential investors.

  Key Features

  Full-Stack Development: Efficiently extracted and consolidated game data from multiple sources, storing it in both file-based and relational database formats for subsequent analysis.
  Market-Ready Product: A polished, functional platform ready for user testing and iteration.
  Investor Engagement: Proven ability to communicate the platform's value proposition to potential investors in a competitive market.
  

  Skills:

  Python · JavaScript · OOP · MVC · GIT · MySQL · JS · jQuery · HTML5 · CSS3 · Bootstrap · Git

• 2012

  2008

  Sport betting analytics system

  Developed a sophisticated Sports Betting Analytics and Automation Platform

  Key Features

  Data Acquisition and Management: Efficiently gathered and consolidated diverse sports data, including traditional statistics and alternative data points (e.g., coach salaries), from multiple sources.
  Data Processing and Storage: Transformed raw data into structured datasets, storing them in both CSV and MySQL formats for analysis and modeling.
  Predictive Modeling: Built a comprehensive suite of statistical and machine learning models to forecast game outcomes and betting opportunities.
  Automated Betting Agent: Created an intelligent agent capable of placing bets across various platforms based on real-time model predictions and market conditions.
  Performance Optimization: Continuously monitored and analyzed betting performance, refining models and strategies to maximize returns.
  

  Skills:

  Python · MySQL · NumPy · Pandas · Machine Learning · Data Science · Scikit-Learn

certificate

Education

Work eligibility

As an employee: EU, Austria

As a contractor: Worldwide

Preferences: Remote

Job type

Skills

Python and AI

Javascript and Front end

PHP(7, 5)

Dart

SQL and no-SQL databases

Cloud services

Version control

DevOps skills

Testing tools

Stacks

Development principles

Development methodologies

Examples

Python, statistics

Arbitrage strategy

Generating NASDAQ

From it's constituents

ResNet, PyTorch

Kaggle competition

Deep learning

Kaggle competition

Angular API

GitHub

Demo

BattleShip Angular

GitHub

Demo

Minesweeper React

GitHub

Demo

Sokoban React

GitHub

Demo

Languages

Hobbies

Ideal Job

I am seeking a challenging role within the financial sector, leveraging my skills in quantitative research, data science, or full-stack development. I am eager to contribute to innovative projects that drive business growth and deliver tangible results.

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Last updated

04 Mar 2024