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Bio

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Tuan Le is a seasoned data scientist and engineer with expertise in machine learning, predictive analytics, and software development. He has worked with various industries, including automotive and healthcare, and has a strong background in programming languages such as C/C++, Python, and Java. Le holds a Master of Engineering degree in Mechatronics and Robotics Engineering from the University of Leeds and has completed various certifications in robotics software engineering and Solidworks.

Credentials

  • Nano degree in Robotics Software Engineering
    Udacity
    Jan, 2018
    - Apr, 2026
  • Solidworks CSWA
    SolidWorks Authorised Training Center
    Jun, 2016
    - Apr, 2026
  • Fundamental of First-Aid
    University of Leeds
    Nov, 2016
    - Apr, 2026

Experience

    • Vietnam
    • Computers and Electronics Manufacturing
    • 1 - 100 Employee
    • Science Lead, Manager
      • Jan 2023 - Present

      Leading team in analysing data from AC system.Producing ML algorithm for predictive AC energy consumption.Researching new approaches and methods to produce performance metrics for AC system.

    • Senior Research Engineer
      • Nov 2021 - Present

      Researching and algorithm development for smart AC system.Leading my team in business analytic to solve customer problems.Planning and organising the Science team in order to growth sustainably and meet the business requirements.

  • Earable
    • Ho Chi Minh City, Vietnam
    • Research Engineer
      • Nov 2020 - Jul 2021
      • Ho Chi Minh City, Vietnam

      - Research and development algorithm to calculate heart rate and SpO2 estimation from PPG and IMU for sleep staging.- Apply DSP for sensor signal.- Working cross-team (firmware) to align and define specification for the algorithm.- Defining data collection protocol for training and validation of the algorithm.- Design clinical research protocol to verify and validate an effect of mindfully music in aiding sleep.- Language and tools: C/C++, Python, Pandas, NumPy, Matplotlib, SciPy.Achievements and Gains:- The heart rate algorithm accuracy: MAE = 8 BPM- The SpO2 algorithm accuracy: RMSE = 7.43%- Faster sleep stimulation audio: Reduce time to go to sleep by >60% - Respiration rate detection algorithm: Mean error = 8.7%- Gained domain knowledge in sleep study.- Gained knowledge in predictive statistic, such as t-test, ANOVA, PR curve.

    • Embedded Software Engineer
      • May 2020 - Dec 2020
      • Vietnam

      Was a main member of a new automotive project team responsible for building and leading a team of software integration engineers.Daily tasks including software integration, researching and analysing malfunction in pre-release software package.My domain is automotive engine systems including Diesel and Gasoline systems for Korean market. Developed and monitored less time-consuming processes in software development process (V-model) to save cost and increase productivity for team and department. Initiated collaboration between different ECU functions development teams to ensure the software follows software development standards in the Automotive industry including AUTOSAR and MISRA.Assisted in ECU resource management and bug tracking in software.Created and executing test plans for engine control software featuresExperience in RTOS and an owner of task scheduling and software configuration for software.

    • Talent Researcher
      • Jun 2019 - Dec 2019
      • Singapore

      • Successfully achieved monthly targets with an average of 125% (CV sending) and 255% (interviews). • Achieved the first placement during the first two-month period. • Market-mapping and research on existing and potential clients. • Sourcing qualified candidates for consultants and managers. • Responsible in assessing candidate’s compensation and benefits, motivations and skillsets. • Strategically research on lead information regarding open Data Scientist roles. • Obtained technology/domain knowledge in multiple professionals including Data Science, Data Engineer, IT service, Credit Risk, and Financial Services.

  • ABB
    • Vietnam
    • Gradudate Sale Engineer
      • Oct 2018 - Dec 2018
      • Vietnam

      • A sale trainee in ABB Robotics and Motion department.• Presented ABB robotics solution to customers with both engineering and sale knowledge.• Analysed and collaborated with Robotics Solution team to tailor practical solutions to customer requirement.• Acquired professional knowledge in Contract Law, Incoterm, Value-based Selling, Finance, and Management Third Party Channel.

  • Somotsoft
    • Vietnam
    • Robotics Software Engineer
      • Jan 2018 - May 2018
      • Vietnam

      • Developed software feature in C/C++ to analyze and file management of a nuclear plant data analysis software. • Collaborated with other software engineers as a team to research and develop control algorithms of an autonomous quadcopter for factory inspection.• Researched and developed computer vision, motion control and localization and mapping algorithm on Robotic Operation System (ROS) in the Linux system.• Utilized Rviz, Gazebo, and QT Creator to debug and test code (C++ language).• Other activities involve project planning, documentation in MS Words, and 3D printing design in Solidworks.• Hardware working with Matrice M100 and Matrice Guidance System.

    • United Kingdom
    • Higher Education
    • 700 & Above Employee
    • Student Ambassador of Electrical Engineering school
      • Oct 2016 - Jun 2017

      • Collaborated with the University of Leeds to plan the programme of the open day.• Interacted with and communicated to various audiences while giving a campus tour.• Acted as a point of information of the University of Leeds and provided guidance to visitors when needed.• Supervised lab activities during the hands-on experience of electronic engineering programme.

    • Laboratory Teaching Assistant
      • Sep 2016 - Apr 2017

      • My responsibility was to deliver exceptional teaching to the first year student to help them develop exceptional fundamental electronic circuit building skills.• Collaborated with academic staffs to organize the laboratory activities while ensuring the health and safety regulation is met.• Presented complex electrical circuit theories to the students through comprehensive speech.

    • Hiking Leader and Organizer
      • Sep 2016 - Mar 2017

      • Responsible for organizing the weekly hiking trip to many areas in the Yorkshire Dale.• Delivered excellent customer service to participants to ensure their enjoyment.• Attended First-aid training to expand skills in an emergency rescue situation to others.• Demonstrated leadership in route planning and walking lead during a trip. • Teamworking with other volunteers and activators to delivery excellent hiking experiences.

Education

  • 2013 - 2017
    University of Leeds
    Master/Bachelor of Engineering (MEng/BEng), Mechatronics and Robotics Engineering
  • 2021 - 2021
    CoderSchool (IT W21)
    Bootcamp, Machine Learning
  • 2012 - 2013
    Bellerbys College
    Engineering Foundation Course, Engineering and Physics

Suggested Services

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Industry Focus. “Computers and Electronics Manufacturing”

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