Duc Do is a Staff AI Engineer at iManage. He possess expertise in matlab, java, r, project management, ios development and 25 more skills. He is proficient in English. Colleagues describe him as "Duc and I worked together on an engine oil project that required creative solutions for productionization and machine learning. I transferred to this project mid-way, and Duc brought me up to speed quickly and made sure that I wasn’t lost in the shuffle. He is one of the best and most thoughtful data scientists I’ve ever worked with, while also being a phenomenal mentor and coworker. He thought about all the problems we were working on very deeply, making sure he had all the context and necessary domain knowledge to make the right product and data science choices. He also consistently consulted with stakeholders to make sure everyone was aligned and he spent time digging deep into the more complex problems with the team to make sure we weren’t overlooking important details. From a technical standpoint, Duc has incredibly strong knowledge in data science and software engineering. He built all the models for this project and architected the code so that we were able to effortlessly switch out models, define different hyperparameters, and optimize the run time. He also has the unique ability to break down and explain complicated technical concepts to non-technical people, in a way that is super empathetic and effective. Duc is one of the best coworkers I’ve ever had, and I learned a lot from him during our time working together. He is an incredible individual contributor and an excellent leader — he would be an amazing addition to any team!", "I partnered with Duc on an AI oil/gas project for a few months, and he is easily one of the best data scientists I've worked with. The project we were on together was a difficult one, primarily because we lacked trustable ground-truth labels for our dataset. In light of this, Duc put in the incredible effort of qualitatively analyzing every datapoint we had and adding labels to them (using heuristics that he had created based on customer feedback). His work on this, and the model he created using these labels, were of extreme benefit to the rest of the team and end-of-project customer presentation. Data scientists that are willing to really dig deep into the data and do the rigorous thing, instead of taking the easier (but far less accurate) route of relying on brittle statistical techniques are rare, and Duc exemplifies the former. He would be an excellent addition to any team looking for a bright and scientifically-minded data scientist.", and "Duc was on the data science team that I managed at eLynx Technologies. Besides being an absolute delight to work with, Duc has a cutting edge tool set in data science along with a unique ability to critically think through a problem and formulate appropriate analytical strategies for solving them. He has an exceptional work ethic, problem solving skills, and is a self starter. His work at eLynx is fundamental to the application of streaming analytical solutions in the face of extensive data drift and other non-stationarities."