Who is Mark Gee? Overview
A concise factual answer block for searchers comparing this professional profile.
Quick answer
Mark Gee is listed as Lead Architect at NE47 Bio, based in Singapore, Singapore, Singapore. AeroLeads shows a matched LinkedIn profile for Mark Gee.
Mark Gee previously worked as Senior Machine Learning Engineer at St Engineering and Machine Learning Engineer at St Engineering. Mark Gee holds Master Of Science - Ms, Electrical And Electronics Engineering, 4.107 from Stanford University.
Company email context
Email format at NE47 Bio
This section adds company-level context without repeating Mark Gee's masked contact details.
NE47 Bio
Review company-level records connected to Mark Gee before choosing the right outreach path.
Profile bio
About Mark Gee
Hi there! I’m an ML Engineer focused on optimising and deploying models to applications. I have industry experience developing deep learning models for real world usage, as well as an academic background in researching and experimenting with model architectures, focusing mainly on computer vision. My work typically involves designing and developing low-latency intelligent systems by optimising throughput across the stack. I am deeply passionate towards learning and collaborating across multiple disciplines, because I strongly believe that the greatest advances in technology will come about from the convergence of various fields.
Current workplace
Mark Gee's current company
Company context helps verify the profile and gives searchers a useful next step.
5 roles
Mark Gee work experience
A career timeline built from the work history available for this profile.
Lead Architect
Current- Cut ML operational costs by 60% while maintaining availability, by strategically managing GPU nodes and adopting container image prefetching, leveraging deep Kubernetes and AWS expertise.
- Increased LLM inference throughput by 3 times, by optimizing models and offloading inference storage.
- Built event-driven distributed compute system, handling >10x LLMs, processing millions of requests daily.
- Reduced backend response times by 50% by rewriting hot code with async Python.
- Scaled infrastructure from single-user POC to supporting hundreds of users, and in-house ML experiments.
- Built in-house MLOps, enabling hundreds of daily deployments and reducing build-to-deploy times by >10x.
Nov 2022 - Present
Senior Machine Learning Engineer
- Building real-time ML systems, by designing fast and scalable web APIs, and optimizing models for hardware utilization.- Leading development of low-code customizable virtual assistant, building system with integrated MLOps pipelines for training and updating state-of-the-art models.- Supervising project to optimize bidding, exploring use of supervised.
Jan 2022 - Nov 2022
Machine Learning Engineer
- Built, trained and deployed ML models for real-world applications.- Led project to develop recommendation model, reducing client’s operational costs by 15%. - Designed and built real-time object detection model, attaining over 900 FPS with sub-second latencies. - Added ASR and NLP models into client’s legacy system, reducing operational resolution times.
Aug 2020 - Dec 2021
Software Engineer
Innosparks Pte Ltd
- Built backend for handling terabytes of geographic information and map data.- Initiated and migrated GUI application from GTK to Qt, accelerating product’s cross-platform rollout.
Jun 2018 - Aug 2018
2 education records
Mark Gee education
Master Of Science - Ms, Electrical And Electronics Engineering, 4.107
Bachelor Of Engineering, Electrical And Electronic Engineering, First Class Honours
FAQ
Frequently asked questions about Mark Gee
Quick answers generated from the profile data available on this page.
What company does Mark Gee work for?
Mark Gee works for NE47 Bio.
What is Mark Gee's role at NE47 Bio?
Mark Gee is listed as Lead Architect at NE47 Bio.
Where is Mark Gee based?
Mark Gee is based in Singapore, Singapore, Singapore while working with NE47 Bio.
What companies has Mark Gee worked for?
Mark Gee has worked for Ne47 Bio, St Engineering, and Innosparks Pte Ltd.
How can I contact Mark Gee?
You can use AeroLeads to view verified contact signals for Mark Gee at NE47 Bio, including work email, phone, and LinkedIn data when available.
What schools did Mark Gee attend?
Mark Gee holds Master Of Science - Ms, Electrical And Electronics Engineering, 4.107 from Stanford University.
Find 750M verified contacts
Search by job title, company, industry, location, and seniority. Export verified B2B contact data when you need it.
Start free trialPeople with similar names
Check these profiles if this is not the Mark Gee you were looking for.
View similar profiles
