Anna Perova

Data Engineer | Career Mentor | 18 000+ Linkedin | 29 000+ hab

Moscow, Moscow City, Russia

About

MEPhI, Master of Science in Mathematics and Applied Informatics (Data Science), 2026. MSU graduate, Master of Social Psychology, 2011. Has 15+ years in IT Project Management, Tech & AI HR. 2+ years of Data Engineering & ML experience. Experience: AIRI, AI-Startup (USA), Samsung AI Center, Huawei, Deutsche Bank. TechHR Projects: Hired 6 AI laboratories from scratch (Samsung, Huawei), built teams of 150+ top experts. Founder of Ladies in Tech & AI (1000+ members). Projects in ML & DE: Lung CT scans data cleaning (1M+ images), Radiologists’ reports text parsing (BERT, Qwen), Synthetic user-offer interaction datasets generation, Recommendation models prototyping, Financial data scraping & structuring, Vacancy parsers (Python), Telegram ChatBots. Technical Skills: Python (Pandas, NumPy, Scikit-Learn, PyTorch), ML, DL, NLP (BERT, LLM evaluation), Computer Vision (Medical Imaging), SQL, Data Scraping, JavaScript, HTML/CSS. Core projects areas: AI Research, FinTech, MedTech, HR Tech, EdTech

Experience

  • Middle Data Engineer at AI-Startup (USA-based)
    Dec 2025 - Present · 7 mos

    — Python scripts to scrape and structure financial offer data (lender terms, loan amounts, CTAs) from the website for analysis and monitoring. — Synthetic user-offer interaction datasets genefation, supporting prototyping of a recommendation model using Python (pandas, scikit-learn) and lightweight ML/DL approaches

  • Master Degree Student, Mathematics and Applied Informatics ( Data Science) at Национальный Исследовательский Ядерный Университет "МИФИ"
    Sep 2024 - Dec 2025 · 1 yr 4 mos

    - 5 Python & ML projects ( HH vacancies parser, students success prediction etc.) - 8+ Kaggle Competitions ( Computer Vision, NLP, ML, DL etc.) - 10+ JS, HTML, CSS projects ( Nutrition recipes recommendations site, Music player, Telegram ChatBot etc.)

  • Junior Data Engineer at AIRI
    Jun 2025 - Aug 2025 · 3 mos

    — Prepared and cleaned data from 1M+ lung CT scans and radiologists’ reports (text parsing, normalization, deduplication). — Ran pre-trained models (BERT, Qwen) for binary classification, helped evaluate results, and built simple rule-based heuristics.

  • Project Manager (HR), IT-Recruiter, Tech Career Consultant at Tech Career Consulting
    Dec 2020 - 2025 · 4 yrs 2 mos

    - Career Consulting: Conducting individual sessions with software engineers, data scientists, product managers etc., providing recommendations for career advancement and professional growth. - Digital Product Development and Optimization: Managing projects to create and enhance websites (TechCareer.Space, TechTalent.Space), chatbots (Ladies in Tech and AI Welcome, LITAI jobs), and Python-based parsers. - Event Organization: Planning and executing Ladies in Tech and AI meetups and conferences for technology and AI professionals, including speaker selection, presentation preparation, rehearsal coordination, comprehensive event management from scratch, online broadcasting, and content preparation for YouTube. - Content Creation: Developing a YouTube channel, producing videos and articles on Habr with an audience of up to 28,000 readers, aimed at increasing awareness and skills in technology and artificial intelligence. * Projects: - Tech Career Consulting: The TechCareer.Space website offers career consulting services for professionals in technology and AI, including assistance with resume writing, interview preparation, and career path planning. - Ladies in Tech and AI: LadiesInTechAndAI.org is an international community uniting women in technology and artificial intelligence. It features a YouTube channel with educational videos, a Telegram community, and chatbots to facilitate member interaction and support. * Technologies and Tools: Python: Utilized for developing parsers and automating processes. JavaScript (JS): Applied in creating interactive web elements and enhancing user experience. HTML & CSS: Employed for structuring and styling web pages to ensure responsive and accessible design. Platforms: Tilda, Notion, Trello, Slack, Miro etc.

  • HR Business Partner/ Recruitment Team Leader/ Senior IT-Recruiter (AI, Data Science) at Huawei Technologies
    Jun 2019 - Apr 2021 · 1 yr 11 mos

    - Responsible for IT and AI headhunting and recruitment for Huawei Research Inst. Russia - Responsible for recruiting Top-managers level, Senior Experts, Team Leaders, Architects, including international candidates - Responsible for AI experts hiring, Computer Vision, NLP - Positions: C/C++ developers, Machine learning engineers, deep learning engineers - research, interviews, communication with the hiring managers - International recruitment, conferences participation (ICML, CVPR etc.) - Organised Telegram channel: @huaweijobs - HR branding & HR strategy development