AI/ML Mentor Needed for OCR Development
Budget: $8 – $15 USD
I'm looking for an experienced AI/ML mentor with specific expertise in OCR. The goal of this project is to guide and support our novice AI/ML developer in the intricate world of OCR model development.
Key Responsibilities:
- Provide expert guidance on OCR model development.
- Assist in the selection, training, and fine-tuning of various OCR models.
- Help decide between creating a custom model versus utilizing established OCR solutions such as Tesseract, AWS Textract, and Google Vision API.
- Aid in designing the data pipeline, implementing preprocessing techniques, and formulating model evaluation strategies.
- Conduct thorough code reviews, troubleshoot issues, and propose improvements.
- Share best practices for deploying OCR solutions within a web-based TMS application.
Ideal Skills:
- Extensive experience in OCR model development.
- Proficiency in various cloud-based OCR solutions.
- Expertise in designing data pipelines.
- Strong debugging and troubleshooting skills.
- Excellent communication and mentorship abilities.
Key Responsibilities:
- Provide expert guidance on OCR model development.
- Assist in the selection, training, and fine-tuning of various OCR models.
- Help decide between creating a custom model versus utilizing established OCR solutions such as Tesseract, AWS Textract, and Google Vision API.
- Aid in designing the data pipeline, implementing preprocessing techniques, and formulating model evaluation strategies.
- Conduct thorough code reviews, troubleshoot issues, and propose improvements.
- Share best practices for deploying OCR solutions within a web-based TMS application.
Ideal Skills:
- Extensive experience in OCR model development.
- Proficiency in various cloud-based OCR solutions.
- Expertise in designing data pipelines.
- Strong debugging and troubleshooting skills.
- Excellent communication and mentorship abilities.