What's included

• Data Collection

  I'll navigate the vast digital landscape to gather the rich data that forms the bedrock of AI. With advanced web scraping techniques and a keen eye for data quality, I ensure that you're not just getting data; you're getting the foundation for success.

• Exploratory Data Analysis (EDA)

  Through thorough statistical analysis, I examine the dataset to ascertain feature correlations, distribution, and overall quality, establishing a solid foundation for model development.

• Pipeline Creation:

  Based on insights from the EDA, I design and implement data processing pipelines that enhance model efficiency and accuracy, integrating automated feature generation as necessary.

• Model Selection:

  I will identify and select the most suitable AI model for your specific application, ensuring alignment with your strategic goals and data characteristics.

• Model Development:

  The model will be expertly developed, either built from scratch or by adapting an existing framework, to meet the exact specifications derived from the preceding analysis.

• Model Training and Evaluation:

  I provide two paths: fine-tuning pre-trained models with your data or training new models from scratch. Post-training, the model's performance is meticulously evaluated to ensure it meets the established criteria.

• Draft Version Deliverable:

  A prototype of the AI model will be delivered for your review, allowing for feedback and adjustments to ensure the final product fully aligns with your expectations.

• Final Version Deliverable:

  The completed AI model is delivered in a dockerized format, ready for integration into your operational environment, with comprehensive instructions for deployment and use.