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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Software Engineer (UI/UX)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Design and develop robust UI/UX for solutions for various applications in Video ML, Speech ML, IOT, Robotics and other areas in the 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

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
  • Strong team player, able to work efficiently amongst multiple teams
  • Excellent communication skills

PREFERRED SKILLS

  • 5+ years in a hands-on role in one or more domains:
    • Front-end development
    • UX design
    • Machine learning Applications
    • Cloud Native Applications
  • 3+ years of professional programming experience in at least one of the following:
    • js
    • Typescript
  • Extremely familiar with a Linux-based development environment
  • 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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Design and develop robust solutions for real-time automatic speech recognition, video analytics and/or other 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

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:
    • Machine learning Applications
    • 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
  • 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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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

Speech Researcher

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Research and develop models to advance natural language processing and audio analytics e.g. topic modelling, speech recognition and text transcription
  • Discuss, contribute ideas, share your research results and communicate effectively with peers
  • Develop prototype and assist engineering team to further develop into product
  • 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 Natural language processing
  • Audio analytics (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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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 (Knowledge Graph)

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • Research and develop models to advance knowledge organization and information retrieval in our company. This will include contributing to models to generate knowledge graphs from a variety of data sources and prototyping new applications based on knowledge graphs
  • 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
  • Familiar with major graph platforms such as Neo4j/TigerGraph and data modeling languages such as OWL
  • 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
  • Knowledge organization and information retrieval
  • Natural language processing
  • 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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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

Field Engineer

  • WORK TYPE

    Permanent

  • LOCATION

    Singapore

RESPONSIBILITIES

  • As a Field Engineer, you will investigate, diagnose, troubleshoot, and resolve customer issues with regards to our deployed systems (including robots, cameras, and edge devices) accurately and promptly
  • In this role, you will be responsible for working with a variety of systems, software, and hardware
  • You will also categorize and escalate unresolved issues to the appropriate group
  • You will help to verify that the system is working as expected when updates are made to it by any of the stakeholders

REQUIREMENTS

  • Diploma in electrical and electronics or related fields
  • Knowledge in electrical diagrams and wiring to troubleshoot cables and electronic parts
  • Experienced in executing and updating user guide
  • Experienced in Linux operating system
  • Has knowledge in scripting language
  • Good problem-solving skills
  • Good communication skills

PREFERRED SKILLS

  • Able to understand CAD design drawing (Understand how to read technical drawings for respective parts / platform dimensions)
  • Familiarity in web stack, especially React and Golang
  • Able to drive (to transport robot if needed) (class 3 license with 3 years of driving experience)
  • Knowledge in robotics operating system (ROS)

WHAT WE OFFER

  • Competitive salary, bonuses and attractive benefits
  • A flat hierarchy with minimal bureaucracy. All technical leads are also hands-on
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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

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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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
  • Opportunities to pursue your interests (within the objectives of the company)
  • 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 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