Duc Do Email & Phone Number
@persefoni.com
2 phones found area 951
LinkedIn matched
Who is Duc Do? Overview
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Duc Do is listed as Staff AI Engineer at iManage, a with 1246 employees, based in Greater Chicago Area, United States. AeroLeads shows a work email signal at persefoni.com, phone signal with area code 951, and a matched LinkedIn profile for Duc Do.
Duc Do previously worked as Senior Data Scientist / AI Engineer at Prudentia Sciences and Principal AI/ML Engineer at Persefoni. Duc Do holds Doctor Of Philosophy (Ph.D.), Computational Biology from Marquette University.
Email format at iManage
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AeroLeads found 1 current-domain work email signal for Duc Do. Compare company email patterns before reaching out.
About Duc Do
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."
Listed skills include Matlab, Java, R, Project Management, and 26 others.
Duc Do's current company
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Duc Do work experience
A career timeline built from the work history available for this profile.
Senior Data Scientist / Ai Engineer
Current
Principal Ai/Ml Engineer
• Lead an AI team, collaborating closely with product managers to develop the AI product roadmap.• Principal contributor and active maintainer/developer of several AI/ML services, notably:– Persefoni Copilot: a LLM‑based agentic system designed to provide on‑demand technical carbon accounting support, simplifying and personalizing the emission calculation journey. Key features include Q&A capabilities using RAG architecture for domain‑specific AI responses, advanced analytics through dynamic API and database calls, and entity extraction from raw PDF utility bills to streamline data ingestion.– Natural Language‑Based Emission Factor Mapping: a multi‑lingual semantic search engine to map various data sources in natural language to the appropriate LCA and Commodities Emission Factors. This system automates hours of manual mapping by carbon accounting experts. Developed the core AI algorithm, ETL pipeline, and backend service to serve the AI model.• Designed and implemented emission calculation methodologies based on Greenhouse Gas Protocol (GHGP) standards. Performed SQL migrations of emission factors.
Senior Machine Learning Engineer
• Lead a team of data scientists and machine learning engineers to deliver core AI features for the Formulation Advisor software. This application utilizes advanced AI techniques, such as predictive modeling and constrained optimization, to provide manufacturing recommendations for novel automobile lubricant formulations. This innovation significantly transforms the traditional workflow for product discovery, reducing the creation cycle time by an average of 6x.• Develop an internal Python library for time series forecasting, offering both classical and modern forecasting methods through a user-friendly interface to facilitate rapid experimentation.• Lead an MLOps initiative to create a reusable and customizable MLOps workflow and tech stack tailored for various machine learning projects.• Act as a customer-facing data scientist for multiple proof-of-concept projects.
Data Scientist
• Develop machine learning models to detect long‑term production pattern changes and predict potential downtimes (i.e., unscheduled well shutdowns) during oil and gas production for different artificial lift types.• Cooperate with petroleum engineers to develop heuristic models for categorizing anomalies for plunger and gas lift wells.• Work closely with data and software engineers to transition R&D models to production.
Data Sciene Consultant
Design machine learning models to support micro‑lending decisions with limited information about borrowers’ credit score history
Phd Research Assistant, Bioinformatics Lab
Graduate Research Assistant, Ubiquitous Computing Lab
Colleagues at iManage
Other employees you can reach at imanage.com. View company contacts for 1246 employees →
Akash Singla
Colleague at ImanageGurugram, Haryana, India
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BM
Brian Morrow
Colleague at ImanageGreenisland, Northern Ireland, United Kingdom
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IH
Iman Haghpanah
Colleague at ImanageIran, Islamic Republic Of
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MB
Marisa Ban
Colleague at ImanageGreater Chicago Area, United States
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VG
Valentina Gribkova
Colleague at ImanageNiles, Illinois, United States
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BH
Brandon Hartsock
Colleague at ImanageFishers, Indiana, United States
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Randy Darling
Colleague at ImanageThe Villages, Florida, United States
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JH
Jake Hurley
Colleague at ImanageLondon, England, United Kingdom
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LB
Luke Bai
Colleague at ImanageGreater Chicago Area, United States
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AD
Andrea Demers
Colleague at ImanageWake Forest, North Carolina, United States
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Duc Do education
Doctor Of Philosophy (Ph.D.), Computational Biology
Bachelor'S Degree, Applied Maths & Physics
Frequently asked questions about Duc Do
Quick answers generated from the profile data available on this page.
What company does Duc Do work for?
Duc Do works for iManage.
What is Duc Do's role at iManage?
Duc Do is listed as Staff AI Engineer at iManage.
What is Duc Do's email address?
AeroLeads has found 1 work email signal at @persefoni.com for Duc Do at iManage.
What is Duc Do's phone number?
AeroLeads has found 2 phone signal(s) with area code 951 for Duc Do at iManage.
Where is Duc Do based?
Duc Do is based in Greater Chicago Area, United States while working with iManage.
What companies has Duc Do worked for?
Duc Do has worked for Imanage, Prudentia Sciences, Persefoni, Beyond Limits, and Elynx Technologies.
Who are Duc Do's colleagues at iManage?
Duc Do's colleagues at iManage include Akash Singla, Brian Morrow, Iman Haghpanah, Marisa Ban, and Valentina Gribkova.
How can I contact Duc Do?
You can use AeroLeads to view verified contact signals for Duc Do at iManage, including work email, phone, and LinkedIn data when available.
What schools did Duc Do attend?
Duc Do holds Doctor Of Philosophy (Ph.D.), Computational Biology from Marquette University.
What skills is Duc Do known for?
Duc Do is listed with skills including Matlab, Java, R, Project Management, Ios Development, Mysql, Android Development, and Microsoft Office.
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