O'Reilly

Co-authored a comprehensive guide on prompt engineering for large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion.

- Focused on the application of LangChain and OpenAI models, providing in-depth insights and practical examples.
- Developed the "Five Principles of Prompting," including giving direction, specifying format, providing examples, evaluating quality, and dividing labor.
- Contributed to the codebase, ensuring compatibility and stability across different Python versions.
- Created Jupyter notebooks and Python scripts to demonstrate advanced techniques.
- Engaged with the community through the BrightPool GitHub repository, encouraging contributions and feedback.

Co-Author and Lead Developer

Udemy

I teach students how to create prompts that can be used to train AI models to recognise and respond to user input. 

My course includes lectures and labs that cover topics such as natural language processing, conversational AI, and interactive machine learning. The course is designed to provide students with the skills necessary to build robust and accurate AI models that can understand and respond to user input.

Prompt Engineering & Software Instructor

Vexpower

Currently I'm the chief technology officer for Vexpower.com. We're building the next version of education through simulation at https://app.vexpower.com

- Added CI/CD via Github actions, Jest/Playwright and Vercel.
- Built a payments & subscriptions solution using Stripe.
- Implemented an authentication system with Firebase authentication and NextJS.
- Built a custom search integration using Algolia search DB.
- Created a custom headless CMS integration with NextJS using Strapi.io

Chief Technology Officer

General Assembly

Instructor Associate / Lead Instructor for the part-time Software Engineering, Data Science & Python programming courses.

- Created the first Applied AI Engineering course syllabus for GeneralAssembly on LLM's such as GPT and diffusion models. 
- Currently I've taught 45 data science / python / software engineering bootcamp classes.
- I help with technical teaching during lessons and labs.

Software Instructor Associate

Bubbl

I helped Bubbl to automate manual SEO processes and focused on delivering technical solutions, enabling the agency to scale.

- Built a Google Search Console & Google Analytics Bigquery data pipeline from scratch with Python & AWS.
- Automated the technical SEO analysis process using pandas, Google page speed insights API, sitemap parsing, and Google Slides API.
- Provided technical SEO consultancy solutions such as site speed optimisation, schema-mark up and analytics implementation.

Data Scientist

Unvanity

Performed data engineering and data science consultancy on behalf of Unvanity.

- Created a custom GA4 report using BigQuery, allowing an insurance company to accurately track their sign up funnel flow.
- Developed several marketing mix models for an e-commerce brand using web, social and google trends data.

Lead Data Engineer

Push

- Created scalable data pipelines and features to improve the management & insight of 100+ Google Ads & Bing Ads accounts.
- Responsible for writing ETL/ELT BigQuery data ingestion pipelines.
- Implemented advanced SQL scripts and materialised views for reporting via Google Data Studio.

Data Engineer

Waive - Intelligent Consumer Insights

- Automated the BigQuery and PostgresSQL daily reports using pandas in Python.
- Applied hashtag community detection with graph data via NetworkX to better understand social trends for a fashion brand.
- Clustered similar words into groups using fuzzy wuzzy and levenshtein distance.

A 12 week Data Science immersive course led by industry experts covering through lessons, labs and projects: Data Analysis, Python, Machine Learning, Modelling Techniques, Big Data, Critical Thinking, Synthesis, Git, UNIX, Relational Databases, Visualization, Presentation, and Reporting.

Data Science Immersive

Vidioh

Managed £2,000 Monthly Ad Spend in PPC. Responsible for SEO, Content Creation, Link Building, Conversion Rate Optimisation and Social Media activities.

- Effectively performed a website migration, implemented all 301 redirects and migrated the existing content to a new Wordpress theme. 
- Improved conversion rate on the main keyword and landing page for the PPC account by 221%.
- Increased Google average position from 37 (all-time) to 23.9 (last 3 months).
- Evaded and managed a negative SEO attack by using Google’s Disavow Tool.
- Created and actively managing an SEO outreach link building campaign with guest posting, link exchanges, linkable asset creation and link requests.

Digital Marketing Executive

Building in Public @ https://www.twitch.tv/jamesaphoenix

James is a data engineer / full-stack software developer that specialises in building data tools and automating marketing processes. He has a strong passion for technology, data and digital marketing.

Also, James is a coding instructor for General Assembly and has taught in 18+ data/software bootcamps within the last 3 years.

Currently, James is the CTO of vexpower.com which is a simulator based training platform for marketing professionals.

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🔭 I’m currently working on app.vexpower.com

🌱 I’m actively learning JavaScript, NextJS, FastAPI & TypeScript.

👯 I’m looking to collaborate on data engineering/science techniques within the digital marketing industry.

💬 Ask me about: data pipelines, web applications & machine learning.

📫 How to reach me: jamesaphoenix@googlemail.com

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