
Andrew Stepin
Technical PM & Software Engineer | AI/ML, NLP, LLMs, RAG, Agents, GenAI | GDE 2019 in Machine Learning
Updated 8 months ago
23+
Years Experience
16
Roles
123
Skills
3
Education
About
• 8+ Software Engineer, Product Manager & Technical Writer, sales-led to product-led in ecommerce, fintech & SaaS. • Google Developer Expert 2019 in ML, Iron Entrepreneur 2012, Lego Photographer of the Year 2014. • Creator of open source GenAI artificial intelligence project Graffiti AI, Docslator & Markdown Beautify. Current stack: Languages, dbs & frameworks: • Python (PyTorch, TensorFlow, Django, JAX, scikit-learn, Langchain), JavaScript, Typescript (React, Node.js), SQL (MySQL, DB2), NoSQL (MongoDB), GraphQL, HTML/CSS, LLM prompt engineering and sometimes even bare English. Deploy, cloud, CI/CD, etc: • AWS (S3, EC2, Lamda, Bedrock), Azure, MLOps, LLMOps, Slurm, CUDA, Git (GitHub, GitLab), Bitbucket, Docker, Kubernetes, Terraform, Kafka, Hugging Face, LangChain, Sagemaker, Databricks, Snowflake, Claude, Llama, Cohere, Mistral, GPT, BPMN Camunda. As a product manager: • JIRA, Mixpanel, Zendesk, HubSpot, UserTesting, Google Analytics, Figma, Adobe XD, Balsamiq, Contentful, Miro, Slack, Tableau, Visio, QlikView, Power BI, Agile, Scrum, Waterfall, Lean UX, Atomic Design, Shopify, Framer, Webflow, WooCommerce, Photoshop and Office Excel & PowerPoint to make things digestable. As a technical writer I've deployed docs from scratch and contributed to existing knowledge systems: • Confluence, Jekyll, Markdown, AsciiDoc, Notion, DITA, Oxygen, Open API (remember Swagger?), Postman, CAT tools, XML, YAML, Paligo, MadCap Flare, Docusaurus, Algolia, Snagit, GitBook, WordPress, Wiki Media, Readthedocs, Quarto, Diataxis and sometimes just pen and paper. Localization: memoQ, Trados. Previously worked with: • C++, Unity, Unreal Engine, Godot, Java, PHP, COBOL, RPG and broke my eyesight with Turbo Pascal on DOS. Platforms, OS: • Linux Ubuntu, Android, iOS, MacOS. I also published chatbots with: • Alexa, Dialogflow, Telegram and WhatsApp. Industries I worked / have experience in: SaaS, Artificial Intelligence, E-commerce, Marketplace, Finance, Banking, Tax, Accounting, Localization, Consulting, Design, Automotive, FMCG, Web3, Blockchain, DeFi, Subscriptions, Scientific Communication & Education. In my free time I enjoy binge traveling, speaking new languages and exploring legacy tech.
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Experience (16 roles)
AI/ML Software Engineer
CurrentPython (PyTorch, TensorFlow, JAX), C++, Javascript, TypeScript, React LangChain, ONNX, Transformers, Llamaindex, TFlex, TensorRT | MLOps, Databricks, MosaicML, Docker, Kubernetes, Slurm, Triton, Kubeflow, AWS, Azure, GCP, Vertex | ChromaDB, Qdrant | vLLM, ollama, llama.cpp | Claude, OpenAI, Llama, ...
Technical Product Manager
Yomly (Previously EmiratesHR) · Full-time
• Own user-facing & developer content for B2B HR tech for HRIS/HRMS & payroll automation enterprise SaaS. • Cross-functional with engineering, UI/UX design, professional services, customer support, Agile Scrum sprints, workflows/data pipelines (tax, pensions, end-of-service, payslips, report integra...
Documentation Group Lead
• Mentored machine learning developers with tutorials, pull requests review. • Attracted 10+ developers turned regular contributors to docs in Portugal, Turkey, Germany, Russia, US. • Responsible for moderation, maillist & events on AI/ML TensorFlow Documentation Group in Russian-speaking countries....
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Education (3)
Tver State University
Sep 2011 - Jul 2016
Thesis: Statistical Substantiation And Analysis Of Bias Formation. Andrew Stepin, 2016 Methods: plot charts, online surveys in the US (600+ data points), on-site surveys conducted in university (300+ data points) Courses: Computer Science, Computational Linguistics, Cognitive Science, Science Communication, Language History, Neurolinguistics, Neuroscience, Natural Language Processing, Cross-cultural Communication, Economics, Linguistics, Marketing, Statistics
International Higher Education Academy of Sciences (IHEAS)
Sep 2007 - Jul 2011
Tver Lyceum Gifted School
Apr 2007 - Jun 2011
Skills (123)
Certifications (20)▼
Product Management: Building a Product Roadmap
Project Management Institute
Certified Scrum Product Owner (CSPO)
Project Management Institute
Foundations of Raising Capital
Marketing Foundations: Value Proposition Development
Project Management Institute
Developing a Learning Mindset
Blockchain and Smart Contracts Security
Communication within Teams
NASBA
Cambridge English Advanced Proficiency CAE C1 Certification
Cambridge English
Personal Productivity for Product Managers
Soft Skills for Sales Professionals (2018)
Agile Product Owner Role: Techniques
IIBA
Agile Product Owner Role: Foundations
IIBA
Communication Foundations
Project Management Institute
Miro for UX: Brainstorming and Collaboration
Developing Executive Presence
NASBA
Building an Ethereum Blockchain App: 1 Introduction to Blockchain
Foundations of Decentralized Finance (DeFi)
Developing Your Emotional Intelligence
Become a User Experience Designer
Learning Bitcoin and Other Cryptocurrencies
Languages (7)▼
Volunteer Experience (9)▼
Member
CurrentACM, Association for Computing Machinery
Jan 2023 - Present · 2 yrs 7 mos
Mentor
Currenttopmate.io
Jul 2023 - Present · 2 yrs 1 mo
Member
CurrentProduct-Led Alliance
Jan 2022 - Present · 3 yrs 7 mos
Developer Program Member
GitHub
Machine Learning Engineer
Google Developer Experts
Jan 2019 - Jan 2020 · 1 yr
English Lecturer
State School 43
Sep 2013 - Dec 2013 · 4 mos
Photographer
Tver State Medical University
Oct 2009 - Mar 2011 · 1 yr 6 mos
Writing Contributor
DAIR.AI
Contributing Writer
TensorFlow User Group (TFUG)
Jan 2018 - Jan 2020 · 2 yrs
Honors & Awards (3)▼
Iron Entrepreneur 2012 Hackathon, Product Management Award
Dec 2012
Associated with Tver State University Product Management Hackathon, from development to launch
Science Photography Award 2012
Issued by Tver State Technical University · Oct 2011
1st place Award
Lego Photographer of The Year 2015
Jan 2015
Associated with LEGO Group 3rd place Award
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