Consulting & Training
I help teams make better technical decisions through focused consulting and hands-on training. The goal is clarity, practical direction, and skills your team can use immediately.
Outcomes
- Clear technical direction and prioritized next steps
- Reduced trial-and-error in data and ML projects
- Teams that understand why decisions are made
- Improved confidence in architecture and tooling choices
- Transfer of practical skills, not just theory
Common use cases
Project and architecture review
Evaluate existing systems, pipelines, or models and identify improvements.
Data and ML strategy consulting
Help define realistic use cases, scope, and success metrics.
Hands-on team workshops
Practical sessions covering data analysis, ML, or deployment workflows.
Mentoring and technical guidance
Ongoing support for engineers, analysts, or researchers.
How I work
- Initial discussion to understand context and goals
- Review of existing data, code, or architecture
- Identify gaps, risks, and improvement opportunities
- Deliver recommendations or training materials
- Interactive session with Q&A and hands-on examples
- Optional follow-up support
What you get
- Consultation notes or review summary
- Actionable recommendations and priorities
- Slides, notebooks, or example code for training
- Clear next-step roadmap
Related Projects
VialVision
An edge-AI computer vision system using YOLO on Raspberry Pi to detect and classify vial conditions.
Genome Visualization
Built a reproducible Python pipeline to generate publication-quality comparative genome figures.
Volto - Energy Monitoring
Implemented a real-time electricity usage monitoring dashboard with forecasting and anomaly detection.
Ready to talk?
Email me what your team is struggling with and what you want to learn. I will suggest a focused consulting or training format.
What to prepare
- Team background and experience level
- Topics or skills you want to focus on
- Current challenges or blockers
- Preferred session format and duration