Andrew Stepin
Technical PM & Software Engineer | AI/ML, NLP, LLMs, RAG, Agents, GenAI | GDE 2019 in Machine Learning
Updated 1 month ago
11+
Years Experience
7
Roles
45
Skills
2
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 (7 roles)
Senior AI Engineer
CurrentPython (PyTorch, TensorFlow, JAX), Rust, Go, C++ LangChain, ONNX, Transformers, Llamaindex, TFlex, TensorRT | Databricks, Docker, Kubernetes, Slurm, Triton, Kubeflow, AWS, Azure, GCP, Vertex | Chroma, Qdrant, neo4j | vLLM, ollama, llama.cpp | Claude, OpenAI, Llama, Gemini LLMs
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...
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Education (2)
Tver State University
Sep 2011 - Jul 2015
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
Skills (45)
Certifications (2)▼
Miro for UX: Brainstorming and Collaboration
Become a User Experience Designer
Languages (2)▼
Volunteer Experience (2)▼
Machine Learning Engineer
Google Developer Experts
Jan 2019 - Jan 2020 · 1 yr
Member
CurrentACM, Association for Computing Machinery
Jan 2023 - Present · 3 yrs 2 mos
Honors & Awards (2)▼
Iron Entrepreneur 2012 Hackathon, Product Management Award
Dec 2012
Associated with Tver State University Product Management Hackathon, from development to launch
Lego Photographer of The Year 2015
Jan 2015
Associated with LEGO Group 3rd place Award
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