DeepCloudLabs - Advanced Data Science | AI | Machine Learning | Cloud-Native Applications

AI in Distance Education

We are glad to announce that we have just launched a new R&D project titled "Cloud-Native AI Platform for monitoring distance learning performance and exam security based on face biometry" in partnership with Bahçeşehir College. TÜBİTAK's (The Scientific and Technological Research Council of Turkey) TEYDEB (Technology and Innovation Grant Programs) supports the project.

Multi-factor Authentication Services (XFAS)

DEEPCLOUDLABS has launched Multi-factor Authentication SaaS Services.

AI in Healthcare: DEEPCLOUDLABS Launches CXR AI Suite to Detect Chest X-Ray Abnormalities

CXR-AI Suite is a CADx system that detects anomalies in X-Ray images using multi-layer deep networks. If you are looking for a partner for developing healthcare solutions using AI and ML, feel free to contact us. DCL-CXR Project is supported by The Scientific and Technological Research Council of Turkey (TUBITAK) with the project no 1190024.

Low Latency High Frequency Explainable AI Based Trading System

We have been delivering High Frequency (HFT) solutions and consultancy. Algorithmic trading aims to replace human trader with an algorithm running on a computer system. Our "Algorithmic Trading Platform for Cryptocurrency Exchange Markets" Project has been successfully completed.

AI in Airport Collaborative Decision Making (A-CDM)

Airport CDM aims at improving operational efficiency by reducing delays, improving the predictability and optimising the utilisation of resources. Intelligent A-CDM is the next direction for the development of the A-CDM system. DEEPCLOUDLABS has been developing a lightweight A-CDM solution and applying AI and ML to solve resource optimization and anomaly detection.

Cloud-Native Application Development

We have expertise on Cloud-Native Application Development with Microservices Architecture. We help our customers to develop applications using modern architecture and to deploy to on-premise, private, or hybrid cloud platforms: Safir DEPO, Performance Testing as a Service (PTaaS), Test Automation as a Service (TAaaS).

Virtual, Augmented and Mixed Reality for Emergency Services (VR/AR/MR)

VR/AR in which digital information is overlaid onto a view of the real world via a headset, glasses, or smartphone. Operational Augmented Reality Technologies for Emergency Responders to assist in making critical decisions immediately. You can contact us to get information about our VR/AR/MR R&D projects.

AI and ML Bootcamp

AI/ML Bootcamp will guide you to learn powerful machine learning algorithms together with Python packages to analyze and visualize data.

Bootcamp Courses:

Python Programming / Advanced Python Programming
Data Analytics using Python
Machine Learning Essentials using Python
Developing Cloud-Based Deep Learning Applications

Services

DEEPCLOUDLABS Services provide access to the talent and systems you need to innovate faster and deliver real business value.

Software Development | Blockchain Implementation | Big Data Analytics | AI and Machine Learning

Consulting

DEEPCLOUDLABS provide advice, expertise, and consulting services for Blockchain Technology, AI-Machine Learning and Software Development.

Implementation

Agile implementation of advanced Big Data Analytics applications. Increase accuracy and productivity using cognitive technology to process data.

Research and Development

DEEPCLOUDLABS transforms your ideas into a product using agile methodologies, advanced technology, and a software development stack.

Corporate Training

DeepCloudLabs provides hands-on training and courses. We offer in-house and external corporate training and teaching seminars, workshops, and talks.

Big Data Analytics

Big data analytics examines huge and diverse big data sets that include structured, semi-structured, or unstructured data, from different sources, or in varying sizes from terabytes to zettabytes to uncover hidden patterns, correlations, and other insights using advanced analytic techniques. With today’s technology, it’s possible to analyze your data and get answers from it almost immediately when compared to slower and less efficient traditional business intelligence solutions. If you are looking for a partner for solving big data analytics problems, feel free to contact us.

Artificial Intelligence and Machine Learning

Artificial intelligence (AI) brings many different technologies together to enable machines to learn human-like levels of intelligence in human-to-machine interaction. One of the technology AI heavily use is machine learning. Machine Learning enables systems to learn patterns from data and subsequently improve from experience. When machines become intelligent, they can understand requests, connect data points, and draw conclusions.

If you have any questions or needs regarding AI/ML, please do not hesitate to contact us.

Video Analytics

Video analytics is a technology that processes a digital video signal using a special algorithm to develop security or automation applications such as counting people at events, automatic license plate recognition, or smart parking. If you are looking for a partner to develop video analytics applications, feel free to contact us.

Our Trainings

DCL-302: NODE.JS PROGRAMMING

COURSE OBJECTIVES

In this training, you will learn how to build, test, and launch node applications. This training also studies how to create REST APIs using Express.js. You will study persistence using MongoDB and Mongoose API. Finally, you will develop real-time web applications using Socket.io.

Knows JavaScript Programming
Uses cutting-edge ES6/ES7/ES8 JavaScript
Builds/Tests/Launches Node Apps
Writes CRUD Apps with Mongoose and MongoDB
Writes Node Modules
Uses Node Package Manger
Creates Rest API using Express.js
Creates real-time web apps with SocketIO

DCL-350: IMPLEMENTING MSA USING SPRING CLOUD

COURSE OBJECTIVES

This training will give you the tools and techniques to build, manage and deploy containerized MicroServices. The training is based on Spring Framework, Spring Boot, and Spring Cloud. We also focus on the key considerations for well-planned MicroServices Architectural Design.

Understands MSA with advantages and disadvantages
Builds cloud-native applications using the Spring Cloud Technologies, including Config Server & Bus, Eureka, Ribbon, Feign, and Hystrix
Splits the monolithic application into MSA

DCL-710: MACHINE LEARNING ESSENTIALS USING PYTHON

COURSE OBJECTIVES

This hands-on training explores core skills and concepts in machine learning. You’ll learn machine learning concepts and algorithms. This includes the foundations, applicability and limitations, and an exploration of implementation using Python.

Understands ML applications and use cases in real-world scenarios
Imports/wrangles data using Python libraries
Implements regression and various type of classification methods including SVM, Naive bayes, decision tree, and random forest
Implements Unsupervised learning and clustering algorithms
Understands Basics of Neural Networks and Deep Learning

Who Are we?

DEEPCLOUDLABS is an innovation company with Research and Development teams that focus on all aspects of the following topics

Cloud Computing

Big Data

Artificial Intelligence and Machine Learning

Image and Video Analytics

Blockchain and crypto-currency

Algorithmic and High-Frequency Trading

Project Management and Software Process Enhancement

DEEPCLOUDLABS Services provide access to the talent and systems you need to innovate faster and deliver real business value. We offer a full range of professional services:

CONSULTING: DEEPCLOUDLABS provides advice, expertise, and consulting services for Blockchain Technology, AI-Machine Learning and Software Development.

CORPORATE TRAINING: DEEPCLOUDLABS provides hands-on real world courses/trainings. We offer in-house and external corporate training and teaching seminars, workshops and talks.

RESEARCH & DEVELOPMENT: DEEPCLOUDLABS can help you study new concepts around Data Analytics, AI-Machine Learning and Blockchain Technologies.

SOFTWARE DEVELOPMENT: Agile implementation of advanced Big Data analytic applications. Increase accuracy and productivity using cognitive technology to process data.

OUTSOURCED DEVELOPERS: Hire our talented developers for a certain time-period.

Our engineering team is made up of great individuals with Ph.D. and M.Sc. degrees and engineering experience, capable of making innovations and transforming these innovations into products.

Healthcare-As-A-Service (HaaS) Solutions of DEEPCLOUDLABS

DEEPCLOUDLABS has launched "Healthcare-As-A-Service Platform" to Manage Medical Information and Predictive/Personalized Medicine Applications. DCL developed the AI analysis pipeline for health, which includes deep learning-based analysis models for processing large-scale health data. With the developed AI-pipeline, approximately 1400 X-Ray images can be processed (inference) per second and provide value-added inputs to CAD / CADx systems.

AI based Chest X-Ray Anomaly Detection

Vast amount of medical imaging techniques are widely used for diagnosis and treatment in medicine. Most pervasive and readily accessible imaging technique available today is X-Ray imaging according to World Health Organization’s reports.

AI based Healthcare SaaS Pipeline for Diagnosis

This platform is a computer aided diagnosis system to detect anomalies in medical images (X-Ray / CT) using multi-layer deep networks. The networks are trained using open data sets together with the data provided by the participant hospitals.

Cloud-Native AI Platform for monitoring distance learning performance and exam security based on face biometry

COVID19 has dramatically changed our lives and the most dramatic effect has happened in learning. Schools have been closed all across the world, and teaching is offered remotely and on digital platforms. The change means distinct experiences both for students, teachers, and parents. Hence it brings new challenges. Performance monitoring and reporting tools are needed to help students, teachers, and parents overcome the challenges. Another big challenge to address is exam security which includes verifying the student's identity when logging into the system and during the exam.

Multi-Factor Authentication Service for Exam Security

Forgotten credentials, locked accounts, and time-consuming reset processes annoy users. XFAS simply enrolls a user using user name, password, and biometrics such as face and voice. Authentication system verifies user using provided user name, password, and biometrics. Passwordless authentication is also possible using only biometrics.

AI Services to improve the performance of distance education

Monitoring student attention level
Converting teacher's speech to text and segmenting the online session into the segments labeled with subtopics defined in the course content
Measuring and reporting student's participation and involvement statistics in an online education session
Preparing personal exam sessions based on the student's performance reports and the previous exam results
Mentoring students on how to improve the exam performance through offering topic repetitions and explained exams solutions

Multi-factor Authentication Services (XFAS)

Multi-factor authentication is an electronic authentication method in which a computer user is granted access to a website or application only after successfully presenting two or more pieces of evidence to an authentication mechanism. These factors can be a pin code that a machine generates, or a biometric data such as face, fingerprint, voice, or iris. Biometric authentication is mobile by its nature. Integrating biometric authentication to Identity and Access Management systems will enhance security level. DEEPCLOUDLABS has launched Multi-factor Authentication AI-Pipeline and Services.

Biometric Services for XFAS

XFAS Authentication Pipeline

XFAS helps secure your organization against breaches due to lost or stolen credentials. Users create a free account and multi-factor authentication service prompts users for additional verification. XFAS enables users access to all their applications securely and seamlessly with single sign-on from any location or device. XFAS can be easily integrated to your security infrastructure using SAML, JWT, OAuth2, or OpenID Connect.

ALGORITHMIC TRADING

We have been delivering HFT solutions and consultancy currently in Turkey. We have developed High Frequency Trading solution using FPGA technology to obtain sub-microsecond end-to-end market data processing. Our Algorithmic Trading Project ("Algorithmic Trading Platform for Cryptocurrency Exchange Markets) has been successfully completed. This project financially supported by TÜBİTAK (Turkish NSF).

Deep Learning and Blockchain Technologies for Algorithmic Trading and Anomaly Detection

We have developed a core machine learning technology that is based on a non-conventional quantitative finance approach and novel machine learning techniques. Our HFT system is actively used by a "real estate investment company/bank" in Istanbul Stock Exchange (BIST: https://www.borsaistanbul.com/en/).

Anomaly detection is the process of identifying unexpected events in data sets, which differ from the norm. We have developed anomaly detection model for CryptoCurrency exchange markets that produces anomaly signal using the historical trading information.

Low Latency High Frequency eXplainable AI Based Trading System

Algorithmic trading aims to replace human trader with an algorithm running on a computer system. Algorithmically generated trade, in theory, can generate profits at a speed that is impossible for a human trader. High frequency trading is a sub-class of algorithmic trading. HFT requires the lowest possible data latency to access market data the algorithm needs and to send the order that the algorithm decides. AI and Machine Learning based continuously learning market and trading models present promising solutions compared to fixed and hand crafted mathematical models.

Arbitrage is a common strategy used that involves the profiting from price discrepancies between exchanges. We have developed an arbitrage robot that runs arbitrage between multiple cryptocurrency exchange markets.

Our Team is Your Team

DEEPCLOUDLABS Services provide access to the talent and systems you need to innovate faster and deliver real business value. We offer a full range of professional services:

CONSULTING: DEEPCLOUDLABS provides advice, expertise, and consulting services for Blockchain Technology, AI-Machine Learning and Software Development

RESEARCH & DEVELOPMENT: DEEPCLOUDLABS can help you study new concepts around Data Analytics, AI-Machine Learning and Blockchain Technologies.

SOFTWARE DEVELOPMENT: Agile implementation of advanced Big Data analytic applications. Increase accuracy and productivity using cognitive technology to process data

OUTSOURCED DEVELOPERS: Hire our talented developers for a certain time-period. Our engineering team is made up of great individuals with Ph.D. and M.Sc. degrees and engineering experience, capable of making innovations and transforming these innovations into products.