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<Mtext="I'm a **Middle Data Scientist** with experience in ML engineering, Python programming and analytics. I specialize in designing/implementing/refining/deploying ML systems, data-related problems (collection, processing, transforming, modeling, visualization, analysis, interpreting), and developing various automation software."/>
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<p>This page provides a more detailed description of my professional skills, as opposed to the minimal version of the CV provided in the link above. For my freelance services and projects, check out the <Linkto="/freelance">Freelance</Link> page.</p>
pointLast={"- Developing various automation software."}
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/>
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<CvPosition
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positionName={"Middle Data Analyst"}
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companyName={"Remokate"}
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companyLink={"https://remokate.com/eng"}
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emoji={"✈️"}
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expTime={"Jul 2023 — May 2024"}
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expLocation={"Tbilisi, Georgia (remote)"}
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expDesc={"Remokate is a recruitment agency that connects top IT talent with leading companies in Russia and abroad, including startups, large corporations and international relocation opportunities."}
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point1={"- Designed, monitored and interpreted key business and product metrics to identify growth opportunities and bottlenecks across customer funnels."}
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point2={"- Wrote and optimized complex SQL queries for large datasets, improving data processing speed and accuracy."}
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point3={"- Built and maintained interactive dashboards in BI tools (DataLens, Tableau), enabling stakeholders to track KPIs, detect anomalies and make data-informed decisions."}
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point4={"- Conducted hypothesis testing and A/B experiments to validate product changes and measure their impact on core metrics."}
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pointLast={"- Performed cohort, funnel and factor analysis to understand user behavior, retention and conversion trends."}
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/>
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<CvPositionFirst
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positionName={"Python Developer & Data Analyst"}
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emoji={"🌱"}
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expTime={"Dec 2021 — Jul 2023"}
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expLocation={"Russia (remote)"}
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expDesc={"Various occasional short-term remote jobs and freelance gigs to get some experience (mostly [freelance.habr.com](https://freelance.habr.com/))."}
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point1={"- Built Python software: automation scripts, web scrapers and Telegram bots."}
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point2={"- Gathered data and performed data processing."}
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point3={"- Managed PostgreSQL databases for collected data."}
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point4={"- Implemented simple data pipelines."}
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pointLast={"- Designed and developed KPI dashboards and other analytical tools."}
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/>
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<CvPositionFirst
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positionName={"Web Developer"}
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emoji={"🐣"}
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expTime={"Nov 2019 — Dec 2021"}
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expLocation={"Russia (remote)"}
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expDesc={"Freelance gigs on [freelance.habr.com](https://freelance.habr.com/) outside of university classes."}
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point1={"- Designed landing pages, blogs and promotional web pages."}
🎓 B.S. in **Applied Mathematics & Computer Science** @ Novosibirsk State Technical University, Novosibirsk; major: "Computer Modeling and Information Technologies" (2019-2023), minor: "Statistics and Data Analysis" (2022-2023)<br/>
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📜 Thesis topic: "Research of state-of-the-art neural network architectures for scene text recognition problems" ([paper](https://github.com/avrtt/MobileEAST/blob/main/thesis.pdf)); research supervisor: [Popov A.A.](https://ciu.nstu.ru/kaf/persons/856/)
<Mtext="I've also contributed to many other open-source and closed-source projects. In addition, I've tackled several competitive Kaggle projects and [have](https://www.kaggle.com/lenferdetroud) the Kaggle Expert rank."/>
<Mtext="The most compelling blog posts will be featured here soon."/>
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<Mtext="### Courses"/>
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<p>I'm currently actively building &maintaininga<Linkto="/course">free DS/ML course</Link> along with several paid mini-courses.</p>
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<Mtext="### Academic research"/>
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<Mtext="MobileEAST: a lightweight & fast scene text detection based on EAST architecture and MobileNet layers ([repository](https://github.com/avrtt/MobileEAST), 2023) "/>
<Mtext="My main strengths lie in analytical thinking (i.e. I love to do research and analyze everything) and strategizing. As a traveler, I'm adaptable and flexible. I used to work with a flexible schedule, so I can self-organize myself easily. Moreover, I'm curious, goal-oriented and thoughtful about project details: I learn new things easily and know how to search for information. I'm also good at explaining complex things in simple words."/>
💪 I'm actively [contributing](https://github.com/avrtt) to open-source community <br/>
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🔒 I'm a cryptography & privacy enthusiast <br/>
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🐧 I'm a long-time Linux user <br/>
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🗄️ I'm slowly moving towards complete self-hosting of all my data and apps <br/>
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⚖️ I'm trying hard to build a career in both full-time and freelance work in order to achieve a balance between flexibility and professional growth <br/>
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💬 I'm fluent in English (B2+) and Russian (native) <br/>
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