Frequently Asked Questions
Who is behind Arima AI?
Arima's principal and founder is Dr. Bruce Ho. He obtained physics degrees from MIT and Caltech, and served as a faculty member at Harvard Medical School. He has published over 100 research papers during his academic career. In his pursuit as an IT consultant, he brings his scientific literacy to his problem solving approach, and consistently delivered state of the art solutions to his clients as a result. His ability to decypher complex mathematic formulation and assimilate rapidly to new domains has been the key to many successful project completions. He and his team member will tackle your the AI challenges in your business with the same zeal and expertise that have proven to be a definitive differentiator in this ultra competitve field.
How do I know that Arima AI is the right consulting agency for me?
Our AI experts has already proven themselves in many challenging projects that cross multiple domains including automotive, healthcare / pharmaceutical, financial, medical imaging, retail, digital ads, network gears, and others. We are nimble in breaking down each client's business problems, provide intuitive analysis, and work out sensible solutions to propose. We are flexible in our engagement model, taking into account existing environment, corporate culture, and business climate.
My company is struggling in adopting Generate AI and LLM, can you help us?
Our consultancy has a special focus on enterprise adoption of LLM. Our LLM strategy covers all aspects of hallucination mitigation, including efficient model fine tuning, prompt engineering, retrieval augmented generation, and truth grounding. The most critical task in LLM optimization is actually the evaluation. Quality outcome is wholly dependent on the training corpus. The creation of high quality response for evaluation purposes represent the new barrier in model roll out, just as data labeling was once the show stopper for many machine learning projects. Our expertise in automated text generation provides the ideal solution for building enterprise scale LLM products, even for highly sensitive industries like healthcare, legal, and finance.