Duc Le

Software Engineer at Rigr AI
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Contact Information
us****@****om
(386) 825-5501
Location
Da Nang City, Vietnam, VN
Languages
  • English Native or bilingual proficiency
  • Vietnamese Native or bilingual proficiency

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Credentials

  • The Complete Financial Analyst Training & Investing Course
    Udemy
    Aug, 2020
    - Nov, 2024
  • The Practice of PDIA: Building Capacity by Building Results
    Harvard's Center for International Development
    Jan, 2019
    - Nov, 2024
  • Machine Learning Hand-on Python & R in Data Science
    Udemy
    Apr, 2018
    - Nov, 2024
  • Integrated, trans-sectoral supply and disposal management: Obstacle based planning with energy management
    Rapid Planning
    May, 2016
    - Nov, 2024
  • Introduction to Open-source Geographic Information System (GIS)
    Rapid Planning
    Mar, 2016
    - Nov, 2024

Experience

  • Rigr AI
    • Ireland
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software Engineer
      • Feb 2022 - Present

      - Extract-Transform-Load (ETL) & automate data pipeline w/ scraping libraries & AWS services.- Orchestrate, deploy & automate Backend & Frontend services w/ Docker & AWS. - Manage a dev team of 6 members to deliver features (1) AI search, (2) Email alerts & (3) Analytics for the Product.- Work with clients/customers to get requirements and plan them into sprints for the dev team.

    • Machine Learning Engineer
      • Feb 2021 - May 2022

      - Train ML models including diabetic retinopathy detection & covid-19 detection. - Deploy the ML models into production by using the Azure platform. - Dockerise ML models/services.- Perform harness testing and evaluate ML models' metrics - Utilise SGX confidential computing/enclaves to protect the intellectual properties of the ML model owners.

  • IreLANDING Your Futures 2021
    • Vietnam
    • Think Tanks
    • 1 - 100 Employee
    • Project Lead
      • Jun 2021 - Dec 2021

      - Organise 7 workshops in Data Science, Finance, Environment, Logistics, Well-being & Health, involving various planning, marketing & outreaching activities - Raise funds from Embassy of Ireland, Hanoi and Rigr AI company. - Invite distinguished guest speakers participating in the workshops - Organise 7 workshops in Data Science, Finance, Environment, Logistics, Well-being & Health, involving various planning, marketing & outreaching activities - Raise funds from Embassy of Ireland, Hanoi and Rigr AI company. - Invite distinguished guest speakers participating in the workshops

  • Intel Corporation
    • United States
    • Semiconductor Manufacturing
    • 700 & Above Employee
    • NLP Research Assistant
      • Sep 2020 - Jan 2021

      Objectives: tackling the authorship verification task to identify whether a pair of texts were written by the same person. Applications: digital forensics or anti-cybercrime prevention. Approaches: - Modifying statistical test Higher Criticism to produce Similarity Probability; longer texts providing higher accuracy; accuracy reaching 0.94 for texts around 30,000 characters. - Measuring textual similarities by using Sentence Transformers including BERT, RoBERTa and Longformer (suitable for short texts having less than 4,096 words). Show less

  • Da Nang Institute for Socio-Economic Development
    • Da Nang, Vietnam
    • Quantitative Urban Researcher
      • Aug 2015 - Aug 2019

      DUTIES: Conducting quantitative research projects & reviewing local policies regarding urban development. FEATURED PROJECT: - Prime coordinator between Korea International Cooperation Agency (KOICA) & Son Tra District People’s Committee (Da Nang, Vietnam) to build a community park in Da Nang by conducting quantitative and qualitative researches on local residents’ needs of building new public spaces, selecting site & supervising the park building process from 2016 to 2017. - Participating in the joint research project of developing strategies and visions for Da Nang Metropolitan Area in 2030 with The Seoul Institute in 2015 AWARDS (from): - Vietnam Ministry of Natural Resources & Environment - Winning the Contest “Protect Groundwater - Our Treasure of Life” for designing intelligent planting system capable of self-irrigation and rainwater harvesting in 2016 (Team Leader). - Vietnam Ministry of Foreign Affairs - Certificate of Merit for Oustanding Contribution to the success of the APEC Year 2017 (Team Leader). PUBLICATIONS: - Le, D., 2018. Using big data for smart city development in Vietnam. In: 5th Megacity Think Tank Alliance Forum: The Linkages among Central City and Satellite Cities, 19th-21st Nov 2018, Ho Chi Minh City. Ho Chi Minh City: Ho Chi Minh Institute for Development Studies, pp.294-301. - Bui, N., Ho, T & Le, D., 2016. Review of Danang Socio-Economic Development. The Decision of Foreign Enterprises on Investments in Da Nang city: an analysis of the PCI-FDI survey results in 2015. Vol 80, pp.6-10. Show less

  • Da Nang Construction Department
    • Da Nang City, Vietnam
    • Public Housing Officer
      • Oct 2014 - Jul 2015

      DUTIES: Managing public houses and other public real estates. SPECIFIC TASKS: - Building a set of criteria for those who can buy public houses under state ownership. - Developing a renovation scheme for degraded public houses used by local authorities’ officers. - Dealing with illegal transactions of public houses between rightful recipients with unauthorised occupants. DUTIES: Managing public houses and other public real estates. SPECIFIC TASKS: - Building a set of criteria for those who can buy public houses under state ownership. - Developing a renovation scheme for degraded public houses used by local authorities’ officers. - Dealing with illegal transactions of public houses between rightful recipients with unauthorised occupants.

  • Sheffield City Council
    • United Kingdom
    • Government Administration
    • 700 & Above Employee
    • Intern
      • Apr 2014 - Apr 2014

      TASKS: - Reviewing planning applications. - Supporting planning officers during site visits to speculate how building activities took place TASKS: - Reviewing planning applications. - Supporting planning officers during site visits to speculate how building activities took place

  • Sheffield City Council
    • United Kingdom
    • Government Administration
    • 700 & Above Employee
    • Intern
      • Sep 2013 - Sep 2013

      TASKS: - Strategic Housing Land Availability Assessment - housing completion analysis 2012/2013 by house type and size. - 5-year housing land supply - review of Inspector’s reports from other Local Planning Authorities regarding implications of a shortfall in the 5-year supply. - Locality Planning - assessment of projects in the area surrounding a development site and the potential impacts. TASKS: - Strategic Housing Land Availability Assessment - housing completion analysis 2012/2013 by house type and size. - 5-year housing land supply - review of Inspector’s reports from other Local Planning Authorities regarding implications of a shortfall in the 5-year supply. - Locality Planning - assessment of projects in the area surrounding a development site and the potential impacts.

Education

  • Munster Technological University
    Master of Science - MS, Data Science and Analytics
    2019 - 2021
  • The University of Sheffield
    Bachelor of Arts - BA, Urban Studies
    2011 - 2014
  • Sheffield Inter
    Foundation degree, Business, Law & Social Science
    2010 - 2011
  • Le Quy Don High School for the Gifted-Danang
    High School Diploma, Outstanding
    2006 - 2009

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