Evgenii Tsatsorin

Russia, Moscow eugtsa@gmail.com

10+ years in Software development with 5 years in Data science & Machine Learning, building data-driven solutions in various scenarios in science & industry. Highly proficient in the full cycle of development AI/ML-powered software. Armed with vast Data Science & Machine Learning, Leadership and Technical experience.


Experience

Chief Software Developer

Skoltech, CDISE, IoT

Ideological inspirer, Team Lead, Chief Software Developer and Product Owner at DATASKAI - framework for rapid development of supervised ML solutions. Directing the team of 10+ people with various roles (python/java backend developers, frontend developers, UI/UX designer, tester, technical writer). Leading Technical/Architecture/ML in the side projects with industrial customers involving AI, ML in IoT Center of CDISE, Skoltech (done 4 projects involving planning, task formulation, planning, solving, delivering results).

September 2018 - Present

Senior Data Scientist

DATADVANCE

As the team lead delivered with team two big PHM projects for biggest Russian airline companies. Software prototypes using ML techniques predict the Aircraft on the ground (AOG), faults and parts failure/repair events ahead of time in 2-7 days with 0.90-0.95 precision and 0.5-0.8 recall. Contributed a lot in planning, EDA, task formulation and formalization, prototyping, design and architecture, production coding, ML solution lifecycle, deployment, documentation and support

April 2017 - August 2018

Data Scientist

Data Centric Alliance (DCA)

Built evaluation process for DSP and DMP models, done various dashboards and visualisations for continuous metrics review. Improved DSP/DMP models up to 15% in ROC AUC and logloss metrics. Reduced time of DMP assessment process from days to hours through developing various Python based tools.

February 2016 - March 2017

DevOps

Reksoft MSK

Automated virtual environments setup on x86_64, powerPC architectures with AIX and Linux. Reduced time of virtual evironment setup from 2 days to 2-3 hours.

July 2014 - September 2015

Software Developer & Team Lead

CNII EISU

Delivered software for RedHat 6 based OS. Done a lot of tinkering with HA Clustering using RedHat. Built HA clusters with multi-platform nodes (x86_64, powerPC, SystemZ), master-slave DBMS replication using PostgreSQL, DB2, Oracle.

October 2011 - June 2014

Software Developer

SCLI

Participated in delivering of document management system for the municipal level of goverment.

April 2008 - September 2011

Education

Lomonosov Moscow State University

Bachelor of Science
Applied Mathematics and Computer Science (Specialization: Mathematical Modelling and Numerical Methods)
September 2014 - June 2018

Moscow State University of Mining

Master of Science
Computer Science and Engineering (Specialization: Intelligent Systems)
September 2009 - June 2011

Moscow State University of Mining

Bachelor of Science
Computer Science and Engineering
September 2005 - June 2009

Skills

Programming Languages & Tools
Skills
  • Supervised & Unsupervised Machine Learning
  • Predictive Health Management
  • Agile Development & Scrum
  • TDD & Extreme programming

ML Stack
  • XGBoost, LightGBM, scikit-learn, Vowpal Wabbit, BigARTM
  • Pytorch, DL4J
  • Numpy, Scipy, Pandas, Matplotlib, Project Jupyter

Non-ML Stack
  • Singularity, Docker
  • Flask, aiohttp, Gunicorn, grpcio
  • Mongodb, PostgreSQL, RabbitMQ, Kafka, HDFS, Elastic, Hadoop

Current interests
  • Reinforcement Learning, Deep learning, AI in gamedev
  • LISP, Java Core, Golang
  • Causality, Reasoning, Calculations reducibility

Interests

First things first, on a day with nice weather you'll probably find me with my family walking in some park or enjoying biking/hiking. I also love to play basketball and fix things. You can often find me near my car, fixing some stuff in it (this habit probably won't let me go ever since I ridden motorcycle).

Apart from the job I enjoy learning the neverending story of Artifical Intelligence. I like to read books about AI, listen to podcasts, think about the future of AI, watch science fiction movies, particularly when some AI involved.

Lately i've also found myself volunteering in the mlbinf project as Data Scientist and Infrastructure Engineer.


Awards & Certifications