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Armstrong Asenavi

Full Stack AI Engineer & Technical Writer Nairobi, Kenya

About Me

Reliable, detail-oriented, and resourceful Full Stack AI Engineer & Technical Writer with over 5 years of experience creating user-friendly documentation for AI/ML and software development projects. Skilled at translating complex technical concepts into accessible content that enhances user engagement and drives product adoption. Proven expertise in collaborating with cross-functional teams, including engineering, product, and support, to produce high-quality materials that improve the user experience and contribute to business success. Highly skilled in SEO, Linux, Git, and documentation languages such as Markdown and MyST, with a solid background in open-source software documentation including tutorials, how-to guides, and community engagement. **SKILLS** • Technical Documentation: Skilled in creating clear, structured documentation for AI/ML systems, including API documentation, tutorials, and user manuals for diverse audiences. • Machine Learning & Data Science: Proficient in documenting machine learning workflows and data science concepts, including predictive models and data pipelines in Python and R. • SEO & Content Optimization: Experienced in applying SEO best practices to optimize technical content for search engines and increase visibility in developer documentation and tutorials. • Collaboration & Cross-Functional Communication: Collaborates effectively with engineering, product, and data science teams to ensure technical content aligns with product goals and user needs. • Technical Writing Tools & Version Control: Proficient in using documentation languages (e.g., Markdown, MyST), Git for version control, and Jupyter Notebooks for integrating code with documentation. Projects • InfluxDB (https://www.influxdata.com/blog/matplotlib-tutorial-visualize-time-series-data-matplotlib-influxdb/) • Datacamp (https://www.datacamp.com/blog/python-in-healthcare-ai-applications-in-hospitals) • Datacamp (A six-piece series of Python Bokeh Visualization tutorials https://www.datacamp.com/tutorial/tutorial-bokeh-web-app-deployment)

Work

Services

Business writing
Case study writing
Copywriting
Editing
Ghostwriting
Instructional writing
Press releases
Product description writing
Proofreading
SEO writing

Experience / Education / Qualifications

EXPERIENCE

  1. Datacamp – Remote 12/2021 – 05/2023 (Data Science Technical Writer, AI/ML)
    • Authored and edited various technical documents, tutorials, and guided projects on data science and machine learning, simplifying concepts for diverse audiences.
    • Led collaborative efforts with data science experts to create and maintain comprehensive documentation for ML platforms, resulting in 30% improved user adoption.
    • Developed engaging and SEO-optimized articles and tutorials, increasing user engagement by 25%.
    • Contributed to open-source initiatives, fostering community-driven learning through collaborative content creation
  2. Draft.dev – Remote 03/2022 – 09/2022 (Technical Writer)
    • Produced diverse technical content, including conceptual documentation, blog posts, tutorials, and end-to-end guides for various software products.
    • Created structured content that explained complex software development processes, APIs, and integrations, enabling seamless implementations for developers.
    • Collaborated with product teams to ensure documentation aligned with product features and development timelines while maintaining technical accuracy and best practices.
    • Implemented SEO strategies to boost organic traffic and visibility, driving engagement within target developer communities by 30%.

3. Freelance – Remote 01/2021 – 02/2022
Data Analyst
Conducted data analysis for clients, transforming complex datasets into actionable insights and clear visualizations for strategic decision-making.

    • Collaborated with stakeholders to create visual documentation for data analysis workflows.
    • Designed responsive dashboards using Python and SQL for improved customer success metrics.
    • Handled documentation projects for command line tools and data processing pipelines
    • Ensured legal compliance in all technical documentation deliverables.
  • Allwriters – Remote 01/2021 – 02/2022 (Data Analyst & Finance Content Writer)
  • Collected and analyzed data focusing on market research and data-driven storytelling to guide strategic business decisions.
    • Created and edited research papers, market analyses, and technical reports, making complex data accessible to academic and professional audiences.
    • Formulated content strategies for educational institutions, developing SEO-optimized study guides and academic papers.
    • Collaborated with clients to ensure data accuracy and relevance, meeting institutional and client standards for all written materials.

AcademicMinds – Remote 08/2013 – 09/2014
Freelance Data Analyst & Finance Writer
Engaged in intermediate to advanced data analytics, converting technical insights into well-articulated academic content and research papers.
• Edited academic articles and reports for clarity and accuracy, ensuring alignment with client specifications.
• Worked with academic teams to deliver high-quality research findings and written materials, including effective collaborations with design teams.

EDUCATION

WorldQuant University – New Orleans, LA
Msc. Financial Engineering, August 2020
• Focused on quantitative analysis, machine learning (ML), and data science applications in financial markets.
• Gained proficiency in Python for data visualization, ML algorithms, and financial modeling.
• Applied R for advanced financial analysis and statistical modeling to create predictive models and data-driven reports.

Completed hands-on projects involving data pipelines, algorithmic trading, and machine learning applications, with an emphasis on clear technical documentation and communication of complex concepts.

CFA Institute – New Orleans, LA
CFA Level 1 – Finance and Financial Management Services, 2014
• Specialized in asset management, financial analysis, and quantitative techniques for evaluating and managing investment portfolios.
• Focused on communicating complex financial data and quantitative methods effectively for technical and non-technical audiences.

University of Nairobi – Nairobi, KE
BA – Economics and Mathematics, 2009
• Studied mathematical modeling, econometrics, and statistical analysis, emphasizing data interpretation and clear communication of complex quantitative findings.
• Developed strong foundations in data analysis and technical writing skills, with applications in economics, mathematics, and business intelligence.

Topics

Business and enterpreneurship
Crypto
Finance
Marketing
SaaS
Technology

Notable clients

Datacamp, InfluxData

Contract Preferences

Contract Type: Freelance
Preferred Location: Remote
Preferred Rate: $0.03 / per word