I’m a versatile engineer with a talent for solving complex problems across domains, whether building mathematical models or designing user experiences. I thrive in environments that embrace creative (sometimes janky) problem-solving, wearing many hats, and being dropped in the deep end. Now seeking to deepen my focus in AI, I'm excited to contribute to boundary-pushing advancements in the field.
Self-Employed
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Indie DeveloperSelf-Employed Jun 2023 - PresentExperimenting with various projects, one has stuck:degencryptojobs.com is a job aggregation platform tailored to crypto job seekers. It has achieved organic growth to 13k Telegram subscribers and 20k monthly visitors by analyzing user behaviour and iterating features to meet emerging needs.
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Full Stack EngineerPacts Feb 2024 - Oct 2024At Pacts, a startup offering points-based airdrops as a service, I contributed to building a unified platform for on-chain ID, activity tracking, and reward distribution. This enabled protocols to target curated, non-sybil users while providing a seamless experience for end users. My work included developing the frontend for the web app, creating a Telegram bot as an additional user interface, and implementing the reward calculation system to ensure accurate and efficient distributions based on user on-chain activity.
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Generalist Software EngineerFreelance Oct 2022 - Feb 2024Expanded my software engineering expertise by undertaking diverse projects in financial modeling, generative AI, and blockchain applications. Highlights include:- Reduced VRAM requirements for DreamBooth (image generation) from 24GB to <12GB, cutting training costs by 35% for drawanyone.com.- Designed and implemented a backtesting framework for a crypto index fund, curating a dataset of 2,000+ tokens spanning a decade. Delivered code that passed a third-party audit with zero issues.- Developed a verifiably random lottery Dapp, ensuring trustless execution.
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Chief Research OfficerMarinachain Jan 2022 - Aug 2022Singapore, SingaporeCo-founded and led R&D for a data analytics product that tracked carbon emissions in the maritime industry, facilitating the sale of high-quality, tokenized carbon credits. -
Ai EngineerMind Pointeye Pte Ltd Jun 2021 - Jan 2022SingaporeStartup founded by the inventor of ELMs, specializing in low-power, edge-deployed AI models. I advanced from junior engineer to team lead by spearheading key improvements to our object detection pipeline. I developed in-house tools, including semi-supervised data labelling systems, hyperparameter search automation, and optimizer improvements. Through scrapped data integration, augmentation techniques, and algorithmic enhancements, I improved our best model’s mAP for most applications from 0.70 to 0.85. These efforts also laid the foundation for productizing our object detection solutions. -
Freelance CopywriterFreelance Writer & Editor Sep 2020 - Jun 2021Contributor to the Temasek Foundation Cares Journal. -
ResearcherA*Star - Agency For Science, Technology And Research Jun 2020 - Aug 2020SingaporeResearched the use of post-quantum encryption (FHE, MPC, etc.) in deep learning. -
ResearcherDso National Laboratories May 2019 - Aug 2019At DSO, a defence research laboratory, I developed a Python-based finite element solver to model opto-acoustic interactions in high-powered laser fibres. This tool facilitated the design of fibres with reduced power loss from backscattering and was selected for showcase from a cohort of forty. -
Community ManagerNus Institute For Engineering Leadership May 2018 - May 2019SingaporeEngage students on the topics of innovation, entrepreneurship, and leadership via case studies, workshops, and events. -
FounderPotionite Jun 2018 - Apr 2019SingaporeMy entry point into the startup world and community.Prototyped a productivity web app that incorporated time management strategies extracted from popular guides to create an opinionated and less menial task manager and scheduler.
Elijah Ng Education Details
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Honors Second Upper -
Bachelor Of Engineering - Be
Frequently Asked Questions about Elijah Ng
What company does Elijah Ng work for?
Elijah Ng works for Self-Employed
What is Elijah Ng's role at the current company?
Elijah Ng's current role is Full Stack ML Engineer.
What schools did Elijah Ng attend?
Elijah Ng attended National University Of Singapore, University Of Toronto.
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