Consultation

Bahasa: Versi Bahasa Indonesia

AI Consultation & Research Services

I provide consultation and technical support in Artificial Intelligence, Machine Learning, and AI-driven research with particular interest in computer vision, open-world learning, biodiversity, environmental informatics,agroecological applications, and applied AI in any fields

My consultation services are intended for researchers, students, research groups, institutions, and organizations seeking technical guidance, research collaboration, or AI-based solutions.

AI Research Consultation

Support for researchers and students working on AI and machine learning research.

Potential services include:

  • Research problem formulation and methodology discussion
  • Machine learning and deep learning model selection
  • Experimental design and evaluation strategies
  • Open-set and open-world recognition
  • Continual and lifelong machine learning
  • Computer vision and image classification
  • Edge AI and lightweight deep learning
  • Interpretation and analysis of experimental results
  • Research prototype development

The consultation focuses on helping researchers develop technically sound and reproducible AI experiments.

Data & Experimental Analysis

Technical assistance for extracting meaningful information from research datasets and experimental results.

Potential services include:

  • Exploratory Data Analysis (EDA)
  • Data preprocessing and quality assessment
  • Statistical and machine learning analysis
  • Model performance evaluation
  • Comparative model analysis
  • Visualization of experimental results
  • Reproducible computational workflows
  • Interpretation of AI/ML experimental results

AI Prototype & Research System Development

Consultation and development support for research-oriented AI prototypes.

Examples include:

  • Computer vision systems
  • Intelligent search systems
  • AI-powered research tools
  • Biodiversity information systems
  • Edge AI prototypes
  • Environmental monitoring systems
  • AI agents and tool-using AI systems
  • Research dashboards and analytical platforms

The emphasis is on research prototypes, proof-of-concept systems, and scientifically evaluable solutions, rather than general-purpose software development.

Research Mentoring

Longer-term mentoring can also be arranged for students and researchers who need continuous guidance throughout an AI research project.

Mentoring may include:

  • Regular research discussions
  • Methodology development
  • Experiment planning
  • Model and algorithm discussion
  • Result interpretation
  • Research direction and problem-solving
  • Technical feedback on research implementation

Research mentoring does not include ghostwriting or guaranteeing publication. The researcher remains responsible for the scientific work and final manuscript. Please visit the research mentoring page

Interested in Working Together?

If you have a research problem, dataset, or project idea and would like to explore how AI can be applied to it, feel free to contact me.

You can contact me via My LinkedIn or send me an email directly at gusti.alfarisy[at]gmail.com.