01

Edge Analytics System

Capabilities

  • CUSTOMIZED FORM FACTOR

    Customized form measures

  • LOW POWER CONSUMPTION

    Power consumption from 10W to a maximum of 15W.

  • EXTENSIVE DETECTION CAPABILITIES

    AI based ANPR, Attributes Classification, Facial Recognition.

  • USER FRIENDLY

    Designed from the ground up for easy use by both novices and experts

  • HIGH ACCURACY

    Mean Average Precision (mAP) of 84.21% for Vehicle Detection, 96.86% for Car Plate Detection, 91.67% for Character Recognition.

02

Face Recognition Engine

Capabilities

  • FLEXIBLE

    Runs on various platforms, from small embedded hardware to large servers with multiple streams.

  • USER FRIENDLY

    Web User Interface allows for easy system management and access.

  • CUSTOM BUILT

    Suitable for low power edge device or server grade deployment.

  • HIGH PERFORMANCE

    Exceptionally high computing power, despite small form, tuned to detect and recognise faces of Singapore’s diverse ethnic groups.

  • HIGHLY SCALABLE

    Accommodates multiple input video streams and high frame rate (30 fps, full HD resolution frames)

03

Video Analytics (VA) Engine

Capabilities

  • REAL-TIME DETECTION

    Real-time inferencing of video stream.

  • MULTI-STREAM SUPPORT

    Allows multiple cameras to be attached to detection system for simultaneous streaming.

  • CUSTOMIZABLE

    Bespoke models to suit different business needs.

  • HIGHLY SCALABLE

    Modular feature enable spawning of multiple instances to scale performance accordingly.

Features

  • DETECTION ENGINE

    Identifies various objects including person, vehicle, bag, cell phone, umbrella, dog, book.

  • CLASSIFICATION ENGINE

    Groups identified objects accordingly across various categories including body parts, colour of body parts, style of bag and colour of bag.

04

K.A.T.I.E.

(Keep Annotation and Training Incredibly Easy)

Capabilities

  • ALL-IN-ONE

    Connects all stages of the machine learning into a single platform

  • DATA PRIVACY AND SECURITY

    Ensures data is kept private but enabling the platform to be kept within your infrastructure

  • Integrated Solution

    Integration with existing software stack is possible using restful API

  • USER FRIENDLY

    Designed from the ground up to make it easy for both novices and experts

Features

  • ANNOTATION TOOL

    Easy-to-use, AI-assisted labelling uses built-in detection models to increase the speed of labelling, thus improving speed of delivering an ML model.

  • DATASET MANAGEMENT

    Datasets are managed from a common place, live updates of the data labelling process enables viewing of dataset summary for all necessary details, and various formats of import and export are supported.

  • TRAINING MANAGEMENT

    Highly configurable dashboard enables quick overview of all training processes and fine-tuning, if required. All models are also augmented with metadata for tracking.

  • ANALYTICAL TOOLS

    Common set of measures are put in place for fair comparison between trained models.

05

BACK TO THE START

Speech Analytics

Capabilities

  • LOCALIZED VOCABULARY

    Interprets and processes vocabulary that are uniquely Singaporean (Singlish). Codeswitch decoding detects Singaporean English and Mandarin speech.

  • PERSONALISATION

    Training system enables models to be personalised with custom datasets.

  • MULTIPLE QUERY TYPES

    Recognises query by both speech and text examples.

  • HIGH PERFORMANCE

    Supports ASR in real-time with good accuracy even on speech with language code-switching.

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Senior System Engineer

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Maintain and enhance office infra support (Vmware, Windows and linux servers, storage, backup, switches, firewall)
  • Provide system administration (AD Account creation, firewall rules)
  • Troubleshoot and remedy of system and network when issue arises
  • PoC and implementing of of vendor solutions/software
  • Auditing of security logs
  • Provide support to devops and project stake holders

REQUIREMENTS

  • Strong foundations in Vmware, Windows Servers and Linux
  • Understanding of networking and security (routing, vlan, firewall)
  • Have good understanding and experience in SAN storage
  • Able to perform system and network troubleshooting
  • Experience in scripting would be an added advantage
  • Possess system/network certification (eg, VCP, CCNA) would be an added advantage

PREFERRED SKILLS

  • Experience with orchestration and provisioning tools such as Terraform, Chef, Ansible, Kubernetes and Docker Swarm
  • Familiar with virtualization or containerization technologies like VMWare Server, VMWare ESXi and Docker

WHAT WE OFFER

  • Competitive salary, bonuses and attractive benefits
  • A flat hierarchy with minimal bureaucracy. All technical leads are also hands-on.
  • Freedom to pursue your interests (within reason)
  • Learning opportunities through courses, seminars and conferences
  • A stable working environment
  • Flexible working hours
  • A chance to make a real difference to society through your wor

Speech Recognition Team Lead

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

  • CATEGORIES

    Speech

RESPONSIBILITIES

  • Keep on top of the latest ASR literature and be on top of your game continually
  • Design and implement robust solutions for various ASR applications, including (but not limited to):
    • - Speech-to-text
    • - Speaker ID
    • - Speaker extraction
    • - Speaker diarization
  • Advance the state-of-the-art, develop novel models and produce publishable results
  • Discuss, contribute ideas, give meaningful code reviews and communicate accurately and effectively
  • Team leads are also expected to direct projects, mentor employees and manage teams to efficiently fulfil company objectives

REQUIREMENTS

  • Minimum of 3+ years of experience as an ASR researcher or engineer
  • Minimum of 1+ years of hands-on development experience with Kaldi
  • Strong programming skills in any language
  • Excellent communication skills
  • Keen interest in mentoring and leading teams

PREFERRED SKILLS

  • Published papers on ASR topics at reputable conferences and/or a PhD in a related domain
  • 5+ years of experience as an ASR researcher or engineer
  • 1+ years of experience in a leadership role
  • 3+ years of using Kaldi in a professional context
  • Very comfortable coding in C/C++ and Python
  • Demonstrable experience building complex applications and frameworks

WHAT WE OFFER

  • Competitive salary, bonuses and benefits
  • A flat hierarchy with minimal bureaucracy. All technical leads are also hands-on
  • Engineer-focused, zero-politics company culture
  • Lots of interesting work. Freedom to pursue your interests (within reason!)
  • All expenses-paid opportunities for lessons, courses and conferences of your own choice, throughout the year
  • A stable working environment
  • Flexible working hours
  • A chance to make a real difference to society through your work

Software Engineer (All Levels)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

  • CATEGORIES

    Software Engineering

RESPONSIBILITIES

  • Design and develop robust solutions for real-time video analytics, automatic speech recognition, open-source intelligence mining and in-premise cloud services within the broad security domain
  • Discuss, contribute ideas, give meaningful code reviews and communicate accurately and effectively
  • Research on the state-of-the-art and keep on top of your game continually
  • Technical leads are also expected to direct projects, mentor employees and manage teams to efficiently fulfil company objectives

REQUIREMENTS

  • Excellent language-agnostic coding skills
  • Demonstrated ability to architect robust frameworks and implement elegant solutions to complex problems
  • Strong work ethics. Driven to pursue the best solution possible in the quickest time
  • Excellent communication skills

PREFERRED SKILLS

  • 5+ years in a hands-on role in one or more domains:
    • - DevOps
    • - Machine learning R&D
    • - Real-time processing and low-level optimizations
    • - Distributed services architecture development
    • - Full-stack web development
  • 3+ years of professional programming experience in at least one of the following:
    • - Python
    • - C++
    • - Go
  • Extremely familiar with a Linux-based development environment
  • Led and mentored teams
  • Demonstrable track record as a star player / key contributor in previous roles

WHAT WE OFFER

  • Competitive salary, bonuses and benefits
  • A flat hierarchy with minimal bureaucracy. All technical leads are also hands-on
  • Engineer-focused, zero-politics company culture
  • Lots of interesting work. Freedom to pursue your interests (within reason!)
  • All expenses-paid opportunities for lessons, courses and conferences of your own choice, throughout the year
  • A stable working environment
  • Flexible working hours
  • A chance to make a real difference to society through your work

Researcher - Machine Learning (All Levels)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

  • CATEGORIES

    Software Engineering

RESPONSIBILITIES

  • Research and develop models to solve problems in the broad security domain. A sampling includes:
    • - Video analytics (FR, anomaly detection, person re-identification etc)
    • - Speech recognition and text transcription
    • - Natural language processing and topic modelling
    • - Representation learning research
  • Discuss, contribute ideas, share your research results and communicate effectively with peers
  • Extend our machine learning framework with your research results and contribute efficient and clean algorithms
  • Read academic papers voraciously - never stop learning and absorbing new ideas

REQUIREMENTS

  • Strong grasp of machine learning fundamentals and mathematical concepts
  • Demonstrated ability to craft novel algorithms with a sound mathematical or empirical basis
  • Extremely comfortable with Python and Tensorflow and/or PyTorch with a penchant for writing clean code
  • Able to parse academic papers quickly, grasp contents thoroughly and translate that to real-world results
  • Strong work ethics. You should be driven to pursue the best solution possible in the quickest time
  • Excellent communication skills

PREFERRED

  • Published papers in reputable conferences
  • Led and mentored teams
  • 3+ years of industry experience in machine learning R&D in one or more domains
    • Computer vision
    • Natural language processing
    • (Kaldi-based) Speech recognition or speech-to-text transcription
  • 1+ years of data pipeline engineering industry experience

WHAT WE OFFER

  • Competitive salary, bonuses and benefits
  • A flat hierarchy with minimal bureaucracy. All technical leads are also hands-on.
  • Engineer-focused, zero-politics company culture
  • Lots of interesting work. Freedom to pursue your interests (within reason!).
  • All expenses-paid opportunities for lessons, courses and conferences of your own choosing throughout the year
  • A stable working environment
  • Flexible working hours
  • A chance to make a real difference to society through your work

Researcher - Cyber Security (All Levels)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

  • CATEGORIES

    Cyber Security

RESPONSIBILITIES

  • Collaborate with cyber threat experts to enhance system security
  • Conduct fuzzing, reverse engineering and code audit to look out for security flaws on software
  • Develop proof-of-concept in software security flaws
  • Investigate security flaws found and provide remedies to counter cyber threats

REQUIREMENTS

  • Diploma/Degree in Information System, Computer Science or Computer Engineering or equivalent
  • Possess strong interest and passion in the Cyber Security domain
  • Strong background in assembly language, C
  • Knowledge in Android/iOS internals, security mitigation
  • Experience in reversing engineering would be an added advantage
  • Certification in OSCP, OSCE would be an added advantage