Siu Hon Lam

Siu Hon Lam

Mechanical Engineer

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location of Siu Hon LamSingapore

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  • Timeline

  • About me

    Data Scientist at Standard Chartered Bank

  • Education

    • National University of Singapore

      2009 - 2013
      Honours Mechanical Engineering | Specialisation in Automotive Engineering
  • Experience

    • ST Kinetics

      Jul 2013 - Apr 2014
      Mechanical Engineer

      Designed Improvised Explosive Device (IED)- Resistant Crew Compartment for the Bronco 3 All Terrain Tracked Carrier (ATTC)

    • Structo

      May 2014 - Apr 2020

      - Collected, cleaned and analysed product usage, production and failure test data to determine failure modes and focus on areas for improvement- Built platform to flow feedback from stakeholders to product improvement team- Designed tests to failure to verify efficacy of improvements- Improved production yield of high-volume consumable from 50% to 90% by testing and expanding the acceptance criteria of raw materials - Ensured products were produced sufficiently, in time, with good quality and minimal waste- Pioneered production record keeping to flow data in real time for monitoring of production line performance and fault alerts- Safeguarded production uptime by mitigating root causes – manpower, supply chain, technology, or quality- Managed a team of 15 technicians including 3 supervisors - Oversaw monthly financial reporting- Performed company HR functions- Conducted customer support visits- Assisted with 3D printer prototype testing - Assisted CEO with company incorporation- Co-developed and patented Masked Stereolithography (MSLA) technology

      • Lead Sustaining Engineer

        Nov 2019 - Apr 2020
      • Head Of Production

        Apr 2017 - Oct 2019
      • Chief Financial Officer

        Oct 2015 - Mar 2017
      • Co-Founder, Director, Chief Technical Officer

        May 2014 - Sept 2015
    • Generation Singapore

      Mar 2021 - Dec 2021
      Trainee

      - Course for equipping with foundational skillsets in Data Engineering, such as:- Programming languages: SQL, Python- Familiarity with PostgreSQL, PGAdmin, Jupyter Notebook- Deployment of services in Microsoft Azure Cloud- Scheduling workflows in Apache Airflow- Visualising data in Power BI- Positive Behavioural Skills and Mindsets, e.g. persistence and future orientation

    • Standard Chartered Bank

      Jul 2021 - now

      - Responsible for ML development lifecycle including data warehousing, feature engineering, EDA, modelling, API wrapping - Attended 1-month cross-disciplinary bootcamp culminating in a collaborative full-stack development of client onboarding system- Completed POC project for an MLOps framework. Set up templates for future project implementations, wrote APIs for model maintenance operations.

      • Analyst, Data Science

        Dec 2021 - now
      • Associate Machine Learning Engineer

        Jul 2021 - Dec 2021
  • Licenses & Certifications

    • Lean Six Sigma Yellow Belt (ICYB)

      Singapore Management University
      Dec 2020