- Is your Machine Learning / Computer Vision team struggling to achieve significant improvements?
- Has your team developed a promising prototype that doesn't work in the the real world?
- Are you weighing the pros and cons of hiring a small team of highly paid engineers versus developing a team of promising but less experienced professionals for your startup?
How I Can Add Value:
- Flexible engagement: I offer part-time collaboration (20+ hours/week or more) tailored to your project needs.
- Versatile expertise: Depending on your team's size and requirements, I can directly contribute to model development and deployment or provide strategic guidance to help your ML team scale existing solutions effectively.
Portfolio:
Core Competencies:
- Computer Vision:
- Advanced object detection and segmentation
- Robust object tracking systems
- Precise pose estimation techniques
- Cutting-edge 3D reconstruction methodologies
- End-to-end ML lifecycle management:
- Deciding what to label
- Labeling
- Training
- Edge/Cloud deployment
- Failure analysis and drift detection
- Natural Language Processing:
- State-of-the-art retrieval augmented generation
- Innovative language models and applications
- Strategic Consulting:
- Product-market fit analysis for ML applications
- AI strategy development and implementation
- Team structure optimization for AI/ML projects
