Deep Learning

3 days ago

Singapore VIDA Digital Identity Full time

Singapore, Singapore

Work Type: Full Time
- Our mission is to create innovative, robust, and user-friendly digital identity solutions. We are looking for a passionate and skilled Deep Learning AI Scientist specializing in Liveness Detection and Biometrics to join our dynamic team. Your work will directly impact the security and reliability of VIDA's identity verification systems.

**Responsibilities**:

- Liveness Detection Development: Design, train, and deploy advanced deep learning models to ensure robust liveness detection, preventing spoofing attacks using photos, videos, masks, or other methods.- Design, train and deploy biometric models to correctly identify users-
- Own the full lifecycle of deploying models: from data labelling, working with engineers to design scalable APIs, to monitoring and A/B testing new model versions-
- Stay updated with the latest research in biometrics, computer vision, and deep learning, incorporating new techniques to improve VIDA’s products-
- Collaborate with business, product, operations and engineering teams to deliver impact for our customers- Work independently or in a team to solve complex problem statements

**Requirements**:

- An advanced degree in a quantitative field, and 3+ years of hands-on experience in deep learning model development for biometrics or liveness detection or a similar field.- Deep understanding of modern computer vision techniques, deep learning and machine learning-
- Experience developing and deploying machine learning models in production-
- Experience with adversarial training to enhance model robustness-
- Proficient in Python, C++, Scala, or Java-
- Familiarity with modern deep learning frameworks such as TensorFlow, PyTorch, MXNet-
- Familiarity with cloud platforms like AWS, GCP, or Azure for model deployment.-
- Experience in on-device inference for machine learning models is a plus-
- Take pride in taking ownership and driving projects to have business impact- Thrive in a fast moving collaborative environment

**What are we trying to solve?**
- We have 7.5 billion people on Earth, of which over 1 billion cannot securely prove their identity right now.
- Every year, 140 million babies are born, of which 40 million go unregistered.
- Simply put, these people are deprived of social benefits, such as education and health, their civil rights to vote and travel; and are excluded from the economy because they cannot sign up for bank accounts, loans, welfare programs etc. We believe this is unacceptable, and needs to change.

At VIDA, We are creating a frictionless digital identity system. One that fulfills the needs and expectations of our times, and is available anywhere, for everyone.

**Why are we solving this problem?**
- The United Nations (UN) and World Bank ID4D initiatives aim to provide everyone on the planet with a legal identity by 2030. This deadline is just 9 years away, we are expecting a digital identity to be a legal human right by then and we at VIDA want to be pioneers in leading this change.

**Who are we?**
- We are a highly driven bunch of people to solve this problem for our own reasons. Whether it is to solve for misleading doctors, or because we didn’t get access to fair ration due to corruption - Our collective goal aligns.

  • Deep Learning Intern

    2 weeks ago

    Singapore Cynapse Private Limited Full time

    Company Cynapse Private Limited - cynapse.ai Designation Deep Learning Intern Date Listed 18 Dec 2024 Job Type Entry Level / Junior Executive - Intern/TS Job Period Flexible Start, For At Least 6 Months Profession IT / Information Technology Industry Computer and IT Location Name 71 Ayer Rajah Crescent, Singapore Address 71 Ayer Rajah...

  • Deep Learning

    2 weeks ago

    Singapore Illumina Full time $104,000 - $130,878 per year

    What if the work you did every day could impact the lives of people you know? Or all of humanity?At Illumina, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts enable life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and...

  • 3D DEEP LEARNING ENGINEER

    3 days ago

    Singapore Alteredverse Full time

    Implement AI models for 3D data generation using deep learning techniques. Strong experience in 3D computer vision and 3D graphics required. Responsibilities include data preprocessing and feature engineering. Expert in GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders). LOCATION EMPLOYMENT TYPE Permanent What You’ll Do Developing...

  • Machine Learning Specialist

    3 days ago

    Singapore ioTech Solutions Full time

    Job Description: My client is a multi-strategies leading quantitative trading company, they are hiring a machine learning specialists (in reinforcement or deep learning) to empower their team. Your key responsibilities will include: Designing and implementing machine learning algorithms and deep learning applications to solve complex business problems...

  • Computer Vision

    6 days ago

    Singapore HEPHAESTUS TECHNOLOGIES PTE. LTD. Full time

    Computer Vision / Deep Learning Engineer to collaborate with the development team and push the boundary of our existing applied research and engineering on Neural SDFs to bring our vision of physical digitization to life. - Work with our development team to solve complex problems in computer vision that require efficient & innovative solutions. - Participate...

  • Deep Learning

    6 days ago

    Singapore Illumina Full time

    Position Summary To accelerate the adoption of clinical sequencing, Illumina is recruiting a world-class Machine Learning Scientist and Software Engineer to work on the development of novel deep learning algorithms and production-ready software for deciphering the effects of genetic variants in the human genome. Major aims include modeling the effects of...

  • Senior Deep Learning Researcher, Speech

    6 days ago

    Singapore AssemblyAI Full time

    **AssemblyAI is an AI company - we build powerful models to transcribe and understand audio data, exposed through simple APIs.** Hundreds of companies, and thousands of developers, use our APIs to both transcribe and understand millions of videos, podcasts, phone calls, and zoom meetings every day. Our APIs power innovative products like conversational...

  • Deep Learning

    5 days ago

    Singapore VIDA Digital Identity Full time

    Our mission is to create innovative, robust, and user-friendly digital identity solutions. We are looking for a passionate and skilled Deep Learning AI Scientist specializing in Liveness Detection and Biometrics to join our dynamic team. Your work will directly impact the security and reliability of VIDA's identity verification systems. Responsibilities:...

  • Ai Engineering Intern

    2 weeks ago

    Singapore CYNAPSE PTE. LTD. Full time

    **About Cynapse** Cynapse is a leading AI software company specializing in enterprise-grade Video Intelligence Solutions Powered by Generative AI, tailored to meet the unique challenges of various industries. Our vertical-specific solutions empower organizations to enhance safety, operational efficiency, and security in complex environments such as roads,...

  • Finance Administrator

    4 days ago

    Singapore DEEP LEARNING LOGIC MACHINES PTE. LTD. Full time

    **About Deep Learning Logic Machines Ltd**: Deep Learning Logic Machines Ltd is an innovative company at the intersection of AI and Web3, building infrastructure for decentralized AI. We are looking for a proactive **Finance & Operations Executive**to oversee financial operations, streamline workflows, and support administrative functions in a fast-paced...