CodeSolutions2 is the GitHub organization name for selling code-related projects independently and on Upwork.

These tools are for client-side/public users to use interactive AI inspired tools/gadgets. Upload/input your data and use AI proven tools/gadgets!

1. Self-responsibility webapp book for gaining employment and/or general situations - Data Science Observations in a Chaotic World: How to be more responsible and why it is important
2. Self-Respect Tensorflow.js JavaScript Frontend game - Starter: $200, Standard: $400, Advanced: $800

1. Fitness (Self-Respect) Google Fit Watch Connectivity with Google Apps Scripts
2. Life Planning and Problem Solving Responsibility Monitoring Productivity webapp
3. Motivation Memetics motivation image generation
   • A field of study called memetics arose in the 1990s to explore the concepts and transmission of memes in terms of an evolutionary model. An Internet meme, or meme is a cultural item (such as an idea, behavior, or style) that spreads across the Internet, primarily through social media platforms. Typically, images, videos, GIFs, and other "viral media" content are used to encourage mimicking/miming of a concept. The inspriation of this webapp is to encourage mimicking of motivation and leading a happy-productive life, by generating motivational images using AI models.
   • There is a manual version where the user can create their own motivational images, and an automatic version where users can simply receive a motivational AI generated image on important topics including [health, education, life-balance, happiness, success, effective communication]
4. Self-help (discussion and understanding of one's self) Audio-to-text Journal or "Digital Twin part 1"
5. Self-help (discussion and understanding of one's self) Text-2-chatbot Journal or "Digital Twin part 2"
6. My "Digital Twin"/chatbot: my opinions about life - model trained on over 300+ audio files collected during daily exercise My chatbot
7. Life evaluation with a chatbot - Use the Text-2-chatbot Journal model to self-evaluate your progress in life
   • Evaluate one's progress with respect to short-term and long-term life goals
   • Evaluate one's current knowledge with general/best-level knowledge on a topic (ie: career)
8. Quote-to-chatbot Gifts!
   • Log quotes or expressions from friends and family and give the gift of talking to "the person"/chatbot you quote! Use different AI models (ie: OpenAI, Gemini, etc) to generate similar ideas/text as the text that you input; improve decision making, improve idea generation, improve writing.

These tools are for professional AI work development and advancement.

1. Automatic csv file ingestion code in Bash: sorting of files by header, upload to cloud - $100
2. Python Question Quiz Application chatgpt integration code - Starter: $30, Standard: $100, Advanced: $400
   • JavaScript Question Quiz Application w/ GCP integration: enter a GCP storage bucket url and try the application!
3. Tensorflow.js Image Labeling code - Starter: $30, Standard: $400, Advanced: $800
4. Audio Transcription Chatbot using Q&A finetuning - $300
5. Frontend JS Dashboard with Python/JS backend:dictionary string organization - Starter: $200, Standard: $400, Advanced: $800
6. PDF viewer with AI text extraction for image PDF files - Starter: $30, Standard: $300, Advanced: $800
7. CORS Url-to-Multimedia JavaScript custom webapp - Starter: $100, Standard: $400, Advanced: $800

1. Google BigQuery Connected Sheet Dashboard with Google Apps Scripts
2. Google Gmail Productivity with Google Apps Scripts
3. Prompt engineering: Best examples webapp

4. Tensorflow.js hand-written letter and number classification
5. Generate WebCryptoAPI public private encryption keys in JSON Web Key format
6. Audio-to-text - Input audio file from GitHub and output transribe text with OpenAI
7. Text-2-chatbot - Input text file from GitHub and create a chatbot with OpenAI
8. library_to_run_GitHub_Actions, npm link: FrontEnd JavaScript library that can trigger BackEnd processes with GitHub Actions or perform FrontEnd GitHub REST API requests.
   • Library usage example: Sending data between two repositories using the GitHub Repository Dispatch functionality
9. library_encryption_class: A JavaScript library that performs encrypted CRUD functions for a repository. Encrypt, store, and decrypt text in one GitHub repository (library_encryption_class) from any GitHub repository; one could even use this library to make a repository into a vector storage.
   • Library usage example: RepoA and RepoB are setup such that RepoB encrypts data and RepoA GETs encrypted data for FrontEnd processes
10. Audio processing in the browser: Time, frequency, and time-frequency (spectrogram) processing with Tensorflow.js and/or JavaScript
11. Video/Audio file creation and modification: A. video screen recording, B. audio recording, C. video/audio file modification
12. Build and Deploy Node.js/React webapps: Builds and deploys a React webapp using Webpack
13. Timeseries classification: Demonstrate how timeseries analysis and prediction can be performed in the browser
14. Build and Deploy Static HTML webapps created by Python: Builds and deploys a Python created webapp using Static HTML ymal script
15. Text Tokenization: Demonstrate/compare different ways to tokenize text, for text classification and/or generation.
16. Text character classification: Demonstrate/compare character prediction of the alphabet (ABCDEFGHIJKLMNOPQRSTUVWXYZ) and/or text using different model definitions of the LSTM model
17. Build and Deploy LaTeX HTML webapp: Builds and deploys viewing of original (tex) and complied (pdf) LaTeX related documents
18. Drag and Drop files to Data Storage: A JavaScript module/workflow that allows one to drag and drop files to several storage methods (ie: GCP, vector storage, etc)
19. UI library: A JavaScript User Interface (UI) library to make the process of creating webapps faster and more consistant; a cross between CSS-class libraries and data processing npm libraries. This UI_library consists of both a css script and a javascript script using factory functions. The CSS script contains standard class notation where webapp developers can create their own webapps using the CSS script alone. The JavaScript script creates html strings that include both visual and functional code.
20. Image processing tools: A complilation of JavaScript image processing tools, for faster creation of webapps.
21. Tensorflow.js model usage examples: Examples of using Tensorflow.js models in JavaScript webapps.
22. Input Output Kernels: A webapp to use any computational kernel.

1. PyPI library: mod-docx
2. GitHub Actions MLOps Azure publish deploy monitor Machine Learning project
3. HuggingFace StableDiffusion ControlNet
4. Text classification w News data
5. Fine Tuning BERT w/Tensorflow

1. Git automatic push library and summarized notes