Quantitative Research Specialist
Information Technology
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Languages
Russian
English
Skills
Python
Mathematical modeling
Statistical analysis
Data Analysis
Machine learning
PostgreSQL
MongoDB
RabbitMQ
Redis
Kubernetes
algorithms
data analysis
Latex
Work experience - 9 years
| Cryptocurrencies | Team Lead |
|---|---|
| Experience: 1 year | A system has been developed for automating trading on various marketplaces. It includes infrastructure for interacting with numerous platforms, unified into a single system for arbitrage. Microservices have been created for various types of operations on decentralized marketplaces. The system has high scalability and is capable of supporting simultaneous operation with a large number of marketplaces. Trading strategies have been developed, successfully applied in automated trading. Research has been conducted in the field of machine learning to improve trading strategies. Tasks of analyzing blockchain data have been solved to identify market trends and participants. |
| Finance | Team Lead |
|---|---|
| Experience: 2 years | Responsible for all aspects of product development, both technical and managerial. Designed a high-load application architecture, selecting technologies and being open to adopting new solutions. Managed a team of specialists, overseeing their work and ensuring quality. The product involved numerous interconnected components, with significant contribution to their development and review. The components handled data processing, analysis, and delivery, incorporating news parsing, machine learning models, and intelligent assistance. Developed and maintained a machine learning processing pipeline, including model retraining and optimization. Responsible for product releases and incident resolution. Managed a team, collaborating with design and marketing departments. Actively involved in product management, contributing significantly to the workload. |
| Finance | ML Engineer |
|---|---|
| Experience: 1 year | ML NLP Engineer — Improved the quality of semantic search by implementing and fine-tuning various NLP models. Developed an algorithm for splitting texts into paragraphs, considering the semantic connections between sentences. |
| Science and research | Research Scientist |
|---|---|
| Experience: 2 years | Research Scientist (1. Managed the development of an automated test bench. Independently developed a product for processing data and generating reports. 2. Developed mathematical models of a device. Conducted experiments and utilized machine learning models to describe physical processes. 3. Research activities in the field of detectors. Published articles and reports. 4. Developed accurate methods for measuring device parameters, considering theoretical and statistical data processing.) [2020 - 2022] |
| Science and research | Research Scientist |
|---|---|
| Experience: 3 years | Research Scientist (1. Developed a cryptographic protocol prototype. The algorithm is used in an encryption library. 2. Developed a protocol based on signatures. Created a prototype and presented the work at conferences. 3. Evaluated the security parameters of cryptographic algorithms and conducted vulnerability searches. 4. Research activities in the field of post-quantum cryptography. Preparation of materials for participation in conferences and publication of articles.) [2017 - 2020] |
Education
| Finished | x1 | MPEI / Information Technology |
| Finished | x1 | Bauman Moscow State Technical University / Information Technology |
Languages
Russian
English