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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Manager / Business Analyst (Innovation and Partnership)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Responsible for a global technology sourcing program to identify emerging public safety solutions that could develop into new capabilities or solve problem statements for our clients
  • Assists KLASS management in business development and key account management, to identify opportunities and secure contracts for the company
  • Should comfortably juggle between business development, project management, and account management roles, and act as a link between emerging technology topics and our business objectives
  • Should also possess deep interest in latest technology trends (e.g. AI and Machine Learning), willing to learn and work in a team environment
  • Serve as a point-of-contact between KLASS and its partners, proposal drafting & review, deal negotiations, technology scouting & trend analysis, report drafting, business platform and process review, management reporting, etc

REQUIREMENTS

  • Bachelor’s Degree in Computer Science/ Engineering
  • CAPM/PMP/MBA would be advantageous
  • 2 to 8 years working experience
  • Experience in a software sales/ consulting/ analyst role
  • Experience with early-mid TRL software solutions (especially in AI and Machine Learning)
  • Experience working on large (multi-million dollars) projects (government projects preferred)
  • Strong industry networks in private and government sectors on top of start-up & innovation scenes (preferred)

PREFERRED SKILLS

  • Resourceful and knowledgeable on emerging technology topics
  • Experience in analysing data to draw business-relevant conclusions
  • Familiarity with Microsoft office software suite
  • Proficient with data visualisation tools and techniques
  • Good interpersonal and relationship building skills
  • Meticulous and strong organisational skills
  • Excellent communication and negotiation skills

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 work

Internship Polytechnic (Software Automation Test Engineer)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Research, design and improve tools and scripts with relevance to software automation testing
  • Work closely with test team on testing activities e.g. manual testing, create test cases
  • Follow up with developer on bug fixes

REQUIREMENTS

  • Currently pursuing Diploma in Engineering /Computer Science /Information Systems or relevant discipline, in Singapore local Polytechnic
  • Only official Polytechnic Internship period will be considered
  • Able to commit at least 20 weeks for more insightful internship experience
  • Good interpersonal skills and positive learning attitude
  • Ability to work creatively and analytically in a problem-solving environment as well as in a team-oriented and collaborative environment
  • For interested applicants, please email your updated CV to hr@klasses.com.sg and state your school, course of study & official internship period. Only shortlisted candidates will be contacted for interviews and pre-assessments

PREFERRED SKILLS

  • Hands-on individual who shows strong interest in software automation and testing
  • Passionate to learn or familiar with modern software stacks e.g. dockers, automation tools (Robot Framework)
  • Familiar with Linux environment is an advantage

WHAT WE OFFER

  • Competitive allowance and attractive benefits
  • Gain real-world knowledge through hands-on experience
  • A chance to make a real difference to society through your work
  • Professional growth and good learning opportunities
  • Learning Opportunities and Outcomes
    • Gain hands-on experience in software testing
    • Gain experience in using modern software stacks such as dockers environment
    • Gain proficiency in using and designing automation test tools and scripts

Internship Undergraduate (Software Automation Test Engineer)

  • WORK TYPE

    Internship

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Research, design and improve tools and scripts with relevance to software automation testing
  • Work closely with test team on testing activities e.g. manual testing, create test cases
  • Follow up with developer on bug fixes

REQUIREMENTS

  • Currently pursuing Bachelor's Degree in Engineering /Computer Science /Information Systems or relevant discipline, in Singapore local University
  • Only official University Internship period will be considered
  • Able to commit at least 20 weeks for more insightful internship experience
  • Good interpersonal skills and positive learning attitude
  • Ability to work creatively and analytically in a problem-solving environment as well as in a team-oriented and collaborative environment
  • For interested applicants, please email your updated CV to hr@klasses.com.sg and state your school, course of study & official internship period. Only shortlisted candidates will be contacted for interviews and pre-assessments

PREFERRED SKILLS

  • Hands-on individual who shows strong interest in software automation and testing
  • Passionate to learn or familiar with modern software stacks e.g. dockers, automation tools (Robot Framework)
  • Familiar with Linux environment is an advantage

WHAT WE OFFER

  • Competitive allowance and attractive benefits
  • Gain real-world knowledge through hands-on experience
  • A chance to make a real difference to society through your work
  • Professional growth and good learning opportunities
  • Learning Opportunities and Outcomes
    • -Gain hands-on experience in software testing
    • -Gain experience in using modern software stacks such as dockers environment
    • -Gain proficiency in using and designing automation test tools and scripts

Internship Undergraduate (Software Engineer)

  • WORK TYPE

    Internship

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Development of experimental projects
  • Design and develop new software systems to support business requirements
  • Documentation of projects
  • Possible Projects
    • -Computer system: Improve existing system to enhance user experience when doing machine learning
    • -Software Engineering for machine learning: TensorRT

REQUIREMENTS

  • Currently pursuing Bachelor's Degree in Engineering /Computer Science /Information Systems or relevant discipline, in Singapore local University
  • Only official University Internship period will be considered
  • Able to commit at least 20 weeks for more insightful internship experience
  • Keen interest in building systems and software engineering
  • Good interpersonal skills and positive learning attitude
  • Ability to work creatively and analytically in a problem-solving environment as well as in a team-oriented and collaborative environment
  • For interested applicants, please email your updated CV to hr@klasses.com.sg and state your school, course of study & official internship period. Only shortlisted candidates will be contacted for interviews and pre-assessments

PREFERRED SKILLS

  • Knowledge of Object-Oriented Programming and Patterns
  • Good understanding of Data Structures and Algorithms
  • Knows/willing to learn and code in C++, Python, JavaScript, JSON in a Linux environment
  • Knows/willing to compile and use opensource libraries in python/C++

WHAT WE OFFER

  • Competitive allowance and attractive benefits
  • Gain real-world knowledge through hands-on experience
  • A chance to make a real difference to society through your work
  • Professional growth and good learning opportunities

Internship Polytechnic (Software Engineer)

  • WORK TYPE

    Internship

  • LOCATION

    Singapore

RESPONSIBILITIES

Front-End

To create GUI upgrades for existing web system, work with video, images and audio on a web front end to allow users to annotate portions that are important for machine learning. Automated test scripting is required for a robust system. Ability to do some work in the backend is good to have. Intended learning outcomes: development in web front end technology and development in automated web tests.

     

Back-End

To work in the backend in python, Go lang, or C++ to integrate new machine learning technology into our system. The data types that will be encountered include multi-dimensional arrays, and other complex types, as well as video, audio and image data. Ability to understand math from papers will be a bonus. Intended learning outcomes: awareness of machine learning algorithms and backend development to deal with complex data types and working with machine learning algorithms as APIs.

REQUIREMENTS

  • Currently pursuing Diploma in Engineering /Computer Science /Information Systems or relevant discipline, in Singapore local Polytechnic
  • Only official Polytechnic Internship period will be considered
  • Able to commit at least 20 weeks for more insightful internship experience
  • Good interpersonal skills and positive learning attitude
  • Ability to work creatively and analytically in a problem-solving environment as well as in a team-oriented and collaborative environment
  • For interested applicants, please email your updated CV to hr@klasses.com.sg and state your school, course of study & official internship period. Only shortlisted candidates will be contacted for interviews and pre-assessments

PREFERRED SKILLS

  • Front-End: Javascript, Typescript, React.js, Cypress
  • Back-End: C++, python, Go lang, SQL

WHAT WE OFFER

  • Competitive allowance and attractive benefits
  • Gain real-world knowledge through hands-on experience
  • A chance to make a real difference to society through your work
  • Professional growth and good learning opportunities

Senior Test Engineer

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Drive quality assurance to ensure consistent delivery of high-quality releases
  • Lead and drive test activities, such as test planning, test case design, and test execution and documentation
  • Independently plan and develop key test automation components
  • Develop and conduct Performance Tests
  • Drive Continuous Integration and Continuous Delivery and focus on test automation
  • Work closely with developers to assist debugging of issues and verify fixes till closure

REQUIREMENTS

  • Bachelor’s degree in engineering, computer science, or a related field is required
  • 5 years of experience in software engineering and test automation
  • Strong experience with both manual and automated testing
  • Experience in automated testing tools and frameworks is a must
  • Familiar with Restful API, web UI, embedded software and robotics system
  • Experience with performance testing. Familiar with tools such as Jmeter
  • Strong experiences in quality engineering process and best practices
  • Strong exposure with test management
  • Experience in agile scrum development model
  • Good understanding of Docker, Continuous Integration and Continuous Delivery (CICD), and Dev(Sec)Ops pipelines

PREFERRED SKILLS

  • Good understanding of software testing methodology, including functional and non-functional testing
  • Familiar with Linux environment
  • Familiar with Gitlab, Confluence and Jira
  • Experience with embedded systems and IoT architecture
  • Experience with Docker, Docker Compose, Kubernetes
  • Experience with large-scale distributed systems and microservice architectures
  • Experience with Robotic Process Automation tools such as Robot Framework
  • Self-driven and independent
  • Good team player who is open to share knowledge and possesses strong analytical skills

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 work

Lead Engineer (User Experience)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Lead and develop UX related requirements, wireframes, storyboards, workflows and visual assets with professional quality and lean manner
  • Drive and mentor design and development of UX interfaces, interactions and workflows for desktop, web and portable devices using HTML5/CSS/Javascript/Typescript stack

REQUIREMENTS

  • Proven experience with UX design and UI development skills demonstrable with showreels or websites
  • Strong advocator of UX/UI design principles and practice
  • Demonstrated ability to architect robust frameworks and implement elegant solutions to complex problems

PREFERRED SKILLS

  • 5+ years of hands on experience on UX/UI design for interactive media, web applications on desktop and/or portable devices with 2+ years of leadership experience on UX/UI or related discipline
  • Experience with agile development methodologies such as Scrum, Kanban, etc.

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 work

Robotics Researcher (Path Planning)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Development of experimental projects
  • Responsible for improving path planning efficiency for mobile robots
  • Responsible for developing multi-agent maximum coverage algorithms
  • Support testing of other components for navigation and exploration

REQUIREMENTS

  • PhD or Master Degree in Robotics or similar fields
  • Strong programming skills in C/C++ and/or Python
  • Experience with ROS, Linux and/or DDS related middleware
  • Experience with path planning algorithms (e.g. A*, D*Lite or RRT-based)
  • Familiar with maximum coverage problem in physical world, especially coverage path planning for multi-robot system

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 work

Robotics Researcher (SLAM)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Development of experimental projects
  • Responsible for improving mapping and localization accuracy for mobile robots
  • Support testing of other components for navigation and exploration

REQUIREMENTS

  • PhD or Master Degree in Robotics or similar fields
  • Strong programming skills in C/C++ and/or Python
  • Experience with ROS, Linux and/or DDS related middleware
  • Experience with either 2D/3D LiDAR-based SLAM (e.g. cartographer, LOAM and its variants) or vision-based SLAM/VO (e.g. ORB-SLAM, SVO and VINS)
  • Familiar with filtering technique (e.g. Kalman filter) or non-linear optimization (e.g. Levenberg–Marquardt algorithm)

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 work

Software Engineer (Autonomous and Robotics)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Research and development (R&D) of new robotic capabilities including adaptive control, sensory system integration and autonomous navigation for specific environment operation
  • Create software architecture, design, and evaluate technologies to use
  • Software development in C++, Python, ROS tools and libraries
  • Develop testing and validation strategies with industry standards
  • Manage state of the art machine vision technology and integration with robotic processes

REQUIREMENTS

  • Degree in mechanical, electrical, or computer science/engineering, machine learning or related fields, preferably candidates with more than five years' experience
  • Experience with ROS, Linux and/or DDS related middleware
  • Experience with autonomous navigation algorithms
  • Ability to exercise good judgement in determining problem resolutions and approaches to solutions
  • Solid understanding of data structure and algorithms
  • Deep understanding and experience writing production code based on one or more algorithms (Dijkstra, A*, RRT/RRT*, Klaman filter, particle filter, etc.)
  • Experience with open-source libraries like OpenCV, PCL, g2o, Ceres Solver and GTSAM

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 work

Researcher (Speech Recognition)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

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

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 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 work

Software Engineer (All Levels)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

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 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 work

Researcher (AI)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

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 SKILLS

  • 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 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 work

Researcher - Cyber Security (All Levels)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

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

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 work