AI ML Services | Artificial Intelligence Services | Codetru
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14 slides
Jun 14, 2024
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About This Presentation
Codetru is a prominent provider of AI and ML services, committed to leveraging the latest advancements in artificial intelligence and machine learning to deliver innovative solutions tailored to meet the unique needs of their clients. With a strong focus on transforming business operations and enhan...
Codetru is a prominent provider of AI and ML services, committed to leveraging the latest advancements in artificial intelligence and machine learning to deliver innovative solutions tailored to meet the unique needs of their clients. With a strong focus on transforming business operations and enhancing decision-making processes, Codetru offers a comprehensive suite of services designed to optimize performance and drive growth across various industries.
Size: 6.87 MB
Language: en
Added: Jun 14, 2024
Slides: 14 pages
Slide Content
Empowering your journey towards digital excellence codetru.com Visit Our Website [email protected] | +1-312-584-0489 - Ext: 339
350+ Head Count 50+ Active Clients 300+ Total Clients 4 Global Offices in US & UK 1 Delivery Center in India 2012 Codetru established with exceptional passion & broader vision 2019 •Introduced Mobile and Web Development offering. •Opened a new Mobile Application Testing Lab 2021 •Built Solutions for Large firms (Asian Paints, Trustiphi & Innophos ) •Supported numerous Digital Transformation Journeys success fully. 2024 On track to achieve 6x growth rate 2018 •Increased team to 50+. •Setup a new office location 2020 •Increased workforce by 60% •Withstood the chaos of Covid 2022 •Achieved 3x revenue generation •Added more digital offerings
Insurance E-Commerce & Retail Banking & Finance Energy, Travel & Logistics Healthcare Telecom, Hi Tech, ISV Education Entertainment & Media Clientele
Service Offerings Mobile & Web Development UI / UX Development Application Maintenance & Support Application Modernization & Migration Custom Application Development Application Integration Cross-platform Support Application Development QA & Software Testing DevOps & Automation Data Analytics AI-ML Managed IT Services Functional Testing Non-functional Testing Specialized Testing Testing Advisory CI / CD Delivery Configuration Management Release Management Monitoring & Logging Process Automation Cloud Migration Analytics & BI Data Modernization Cloud Services BI Strategic Services Machine Learning and Model Development Natural Language Processing [NLP] AI Chatbots Data Preparation & Management Model Deployment & Integration AI Consulting Data Management Big Data Social BI Data Warehousing BI Strategic Services BI Application Services Server Automation Managed Hostings Virtualization Services End-user Computing
Machine Learning & Model Development Develop custom ML models using various algorithms and techniques. Natural Language Processing [NLP] Extract insights from text data for sentiment analysis, classification, and translation. AI-powered Chatbots & Virtual Assistants Design intelligent conversational agents for seamless customer support. Predictive Analytics Build models to forecast future outcomes and optimize decision-making. Data Preparation & Management Preprocess, cleanse, and transform data for high-quality inputs to AI/ML models. Anomaly Detection Develop models to detect irregularities, fraud, and system failures. Model Deployment & Integration Deploy AI/ML models into production environments and integrate with existing systems. AL / ML Consulting Expert consulting to identify AI/ML opportunities, develop strategy, and create implementation roadmap. AI / ML Capability AI-ML Capabilities
Logical-based Approach : For the logical-based approach, we rely on established logical principles and rule-based systems to address specific problems. It involves a systematic process of understanding requirements, designing a logical solution, implementing it, testing for accuracy, deploying it, and providing ongoing support. Problem Understanding Requirements Gathering Solution Design Implementation Testing & Validation Deployment & Integration Maintenance & Support Thoroughly understand the problem domain and client's challenges. Collect detailed requirements, outcomes, and constraints. Design a logical solution using established principles and methodologies. Implement the solution using logical reasoning and rule-based systems. Rigorously test and validate the solution for accuracy and reliability . Deploy the logical solution into the existing system architecture. Provide ongoing maintenance and support for the solution. Approach
ML-based Approach : For the AI/ML-based approach, we leverage machine learning algorithms and techniques to analyze data, make predictions, and generate insights. It entails steps such as data collection, model selection, training, validation, fine-tuning, deployment, and continuous monitoring. Data Collection and Preparation Model Selection Training & Validation Evaluation & Fine-tuning Deployment & Integration Monitoring & Maintenance Gather relevant data and perform preprocessing tasks. Choose appropriate AI/ML models based on the problem and data Train the models using prepared data and validate their performance. Evaluate and fine-tune the models to improve accuracy and performance. Deploy the trained models into the production environment Continuously monitor and update the models for ongoing effectiveness. Approach #2
Understand Business Objectives We deeply understand our clients' goals and challenges to identify areas where AI/ML can create value. Data Assessment & Preparation We assess data sources, ensuring quality and relevance, and preprocess it for AI/ML model development. Customized Solution Design We tailor AI/ML solutions to meet specific needs, selecting and customizing algorithms, frameworks, and tools. Agile Model Development We iteratively build and refine AI/ML models, using techniques like supervised learning and deep learning. Model Evaluation & Validation We rigorously test and validate models to ensure accuracy, reliability, and generalizability. Model Deployment & Integration We deploy models into production environments, seamlessly integrating them with existing systems . Continuous Improvement & Monitoring We monitor model performance, gather feedback, and fine-tune models over time for ongoing improvement. Process
Technology Expertise
Mobile Web J2EE QA and Testing Ecommerce Cloud & Data Skillset
Codetru Highlights Methodology Why Codetru Experience & Expertise Quality of Service Innovative Approach Strong Market Sense Competitive Pricing Faster Resource Turnaround Strategy Design Implementation Maintenance Assessing current digital capabilities Working closely with your team to develop a strategy to address your challenges Designing a roadmap of execution plan Using modern tools & technology to meet your business needs Leverage Agile approach to develop a designed roadmap Highly skilled pool of professionals working for you dedicatedly. Using advanced automation and data analysis to help make informed decisions Continuous monitoring and development to ensure 100% uptime
Success Stories codetru.com Visit Our Website
Challenge : Our client sought to develop an innovative application that could seamlessly handle Automatic Noise Suppression, Acoustic Echo Cancellation, Automatic Gain Control, and Digital Signal Processing when connecting any headphone audio device to a Windows OS platform. The objective was to enhance the audio experience and provide users with optimal sound quality, free from background noise and echoes. The project presented several challenges, including: Developing robust algorithms for noise suppression, echo cancellation, gain control, and signal processing to deliver high-quality audio in real-time. Ensuring compatibility with various headphone devices and the Windows operating system to achieve seamless integration. Implementing advanced features that go beyond traditional audio processing, requiring expertise in AI techniques for intelligent sound optimization. Solution : To address the client's requirements, we devised a comprehensive solution leveraging our expertise in audio processing, AI, and programming languages such as C++ and Python. Noise Cancellation : We implemented advanced noise suppression algorithms based on neural networks and audio spectrum classification techniques that intelligently identified and removed background noise, resulting in clear and crisp audio output. Acoustic Echo Cancellation : We leveraged multiple Adaptive filters that incorporated sophisticated acoustic echo cancellation techniques, enabling echo-free communication and immersive audio experiences. Automatic Gain Control : With the help of a few Python libraries, we developed algorithms that dynamically adjusted the audio gain, ensuring consistent volume levels and optimal sound quality across different audio sources. Digital Signal Processing: With the help of various C++ libraries, our team employed signal processing techniques to enhance the overall audio quality, including equalization, dynamic range compression, and audio enhancement algorithms. AI Integration : To add a touch of AI capability, we integrated machine learning algorithms that adapted to the user's audio preferences, continuously learning and optimizing the sound output. Result : The implementation of our advanced audio processing application yielded significant results: Exceptional Audio Quality: Users experienced crystal-clear sound with suppressed background noise, echo-free communication, and well-balanced audio levels. Seamless Integration: The application seamlessly integrated with various headphone devices and the Windows operating system, providing a hassle-free user experience. Enhanced User Satisfaction: Users appreciated the superior audio quality and the intelligent sound optimization, improving overall satisfaction with their audio devices. Technologies Used: Python C++ Success Story #1