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Andrew Stepin

Technical PM & Software Engineer | AI/ML, NLP, LLMs, RAG, Agents, GenAI | GDE 2019 in Machine Learning

United Kingdom
500+ connections
Andrew Stepin on LinkedIn

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.

Experience (16 roles)

Stealth · Full-time

AI/ML Software Engineer

Current

Stealth · Full-time

Jan 2023 - Present · 2 yrs 7 mos

Python (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, ...

Yomly (Previously EmiratesHR) · Full-time

Technical Product Manager

Yomly (Previously EmiratesHR) · Full-time

2022 - Jun 2023 · 1 yr 6 mos·Dubai, United Arab Emirates

• 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...

2 yrs

Documentation Group Lead

2 yrs

Mar 2019 - Sep 2020 · 1 yr 7 mos

• 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

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)

International Higher Education Academy of Sciences (IHEAS)

Sep 2007 - Jul 2011

Tver Lyceum Gifted School

Tver Lyceum Gifted School

Apr 2007 - Jun 2011

Skills (123)

Business MetricsProduct PlanningDefining RequirementsAmazon QuickSightUser ResearchTechnology EducationUser Experience WritingCritical ThinkingCustomer RequirementsQlikViewPayment Card ProcessingManualsTechnical ProficiencyKey MetricsPresentationsAPI DocumentationCustomer EngagementRequirements AnalysisPendo Product CloudMLOpsTensorFlowNVIDIA CUDAJekyllMarkdownPandasMLflowRead the DocsAWSAdobe PhotoshopPythonSQLiteSeleniumGoogle AnalyticsJiraFigmaConfluenceAngularJavaScriptFlutterTypeScriptMySQLFlaskZendeskUnreal EngineUnityWordPressHTML5PHPGitHubGitBookJAXReactLangChainONNXTransformersLlamaIndexDockerKubernetesKubeflowAzurevLLMOllamaMarkdownPythonTensorFlowDjangoJAXscikit-learnLangChainJavaScriptTypeScriptReactNode.jsMySQLMongoDBGraphQLCloudAWSS3EC2AzureGitGitHubGitLabBitbucketDockerKubernetesTerraformKafkaHugging FaceSageMakerSnowflakeJiraMixpanelZendeskHubSpotUserTestingGoogle AnalyticsFigmaBalsamiqMiroSlackTableauFramerWebflowConfluenceJekyllAsciiDocNotionPostmanMadCap FlareDocusaurusSnagitGitBookWordPressRead the DocsUnityUnreal EngineGodotJavaPHPLinuxGitHub
Certifications (20)

Product Management: Building a Product Roadmap

Project Management Institute

Certified Scrum Product Owner (CSPO)

Project Management Institute

Foundations of Raising Capital

LinkedIn

Marketing Foundations: Value Proposition Development

Project Management Institute

Developing a Learning Mindset

LinkedIn

Blockchain and Smart Contracts Security

LinkedIn

Communication within Teams

NASBA

Cambridge English Advanced Proficiency CAE C1 Certification

Cambridge English

Personal Productivity for Product Managers

LinkedIn

Soft Skills for Sales Professionals (2018)

LinkedIn

Agile Product Owner Role: Techniques

IIBA

Agile Product Owner Role: Foundations

IIBA

Communication Foundations

Project Management Institute

Miro for UX: Brainstorming and Collaboration

LinkedIn

Developing Executive Presence

NASBA

Building an Ethereum Blockchain App: 1 Introduction to Blockchain

LinkedIn

Foundations of Decentralized Finance (DeFi)

LinkedIn

Developing Your Emotional Intelligence

LinkedIn

Become a User Experience Designer

LinkedIn

Learning Bitcoin and Other Cryptocurrencies

LinkedIn

Languages (7)
Russian(Native or bilingual proficiency)French(Limited working proficiency)German(Professional working proficiency)Chinese(Elementary proficiency)English(Native or bilingual proficiency)Serbian(Limited working proficiency)Arabic(Elementary proficiency)
Volunteer Experience (9)

Member

Current

ACM, Association for Computing Machinery

Jan 2023 - Present · 2 yrs 7 mos

Mentor

Current

topmate.io

Jul 2023 - Present · 2 yrs 1 mo

Member

Current

Product-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

Frequently Asked Questions

What is Andrew Stepin's current role?
Andrew Stepin is currently working as AI/ML Software Engineer at Stealth · Full-time.
Where did Andrew Stepin study?
Andrew Stepin studied Master of Science - MS, Computational Linguistics at Tver State University. They have 3 education entries on their profile.
What skills does Andrew Stepin have?
Andrew Stepin's top skills include Business Metrics, Product Planning, Defining Requirements, Amazon QuickSight, User Research. They have 123 skills listed on their profile.
Where is Andrew Stepin based?
Andrew Stepin is based in United Kingdom.

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