Clarence Lam
Art, Design & Media
School of Art, Design & Media
Summary
I work at the intersection of human-computer interaction, applied AI research, and ML engineering, where I develop AI products and solutions powered by foundation models that will drive industries of the future.With almost a decade of diverse experiences across various functional roles and industries, my interest in generative AI was sparked by Ian Goodfellows groundbreaking work on generative adversarial networks (GANs) in 2014, which I had learnt about in my early years as a fine art graduate and pivoted into tech ever since.I believe that the responsible application of human-centered AI can have positive societal impacts, and I am dedicated to driving this forward in my work.
Featured Skills
Work Experience
Artificial Intelligence Product Engineer Aug 2022 - Present
AI Singapore Singapore- Product ownership leading a team of AI engineers, software engineers, UX designers, and project manager to develop an end-to-end product for AI enablement
- Developed and productionised several generative AI products for education technology
- Supporting in model training of ASEANs first foundation model
Artificial Intelligence Engineer Nov 2021 - Aug 2022
AI Singapore Singapore- Developed AI solutions for computer vision tasks while maintaining the privacy protection of individuals and sensitive content, achieving an average of 10.7% speed improvement over the original model repository
- Experimentation of MVPs for computer vision use cases and TensorRT implementations for model inference optimisation
- Rapid prototyping of reproducible machine learning and deep learning pipelines and end-to-end web application deployment of computer vision models
Digital Consultant Jan 2018 - Nov 2021
OASIS International United States- Led the development of the MarTech stack with attribution modelling, leading to a 15.2x increase in conversions and 2.5x in organic growth in the EMEA markets through multiple digital channels
- Initiated voice search optimisation program, resulting in an improvement of organic reach and SERP by 3.5x
- Developed in-house computer vision solutions for competitor analysis and NLP solutions for sentiment analysis of social media data
- Continuous improvement of internal capabilities through automation of web scrapers, ETL pipelines, and trackers
- Data protection officer responsibilities for ensuring GDPR compliance across digital programs
Digital Marketing Lead Dec 2016 - Dec 2017
Soflab Technology Poland- End-to-end development of digital marketing stack for penetration into new markets, achieving 3x growth in new media channels
- Overseeing development of video marketing content and new media channels
- Search engine optimsation of new media channels- End-to-end development of digital marketing stack for penetration into new markets, achieving 3x growth in new media channels - Overseeing development of video marketing content and new media channels - Search engine optimsation of new media channels
Technical Editor Jul 2016 - Dec 2016
Soflab Technology Poland- Verification of technical documentation and SLAs for the TDD lifecycle and Agile methodologies in English and Mandarin Chinese
- Ensuring best practices in compliance of software testing with supported technical documentation
- Technical editing and localisation of slide decks for new market development
Education
Master of Science (Business Analytics And Computer Science) Aug 2021 - Present
Georgia Institute of Technology United StatesCoursework in natural language processing, human-computer interaction, high-dimensional data analytics, deep learning, bayesian statistics, simulation modelling, data and visual analytics, big data analytics, analytics modelling, business analytics
Master Of Business Administration (Operations Research) Feb 2018 - Nov 2018
Quantic School of Business and Technology United StatesMicro Masters (Logistics) Dec 2017 - Apr 2019
Massachusetts Institute of Technology United StatesCoursework in demand and supply analysis, time series analysis, network design and optimisation, system dynamics, enterprise resource planning, machine learning for supply chain
Bachelor of Fine Arts (Art And Design) Aug 2008 - Jul 2014
Nanyang Technological University SingaporeCoursework in computational photography, advanced imaging processes, lighting for studio and location, business law, audio post-production and sound design, large format photography, foundational drawing and design, Western and Asian art history.
Other Skills
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