Siu Hon Lam

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