Cloud AI Development

Cloud AI Development: From Raw Data to Production-Ready Models, Faster.

Stop wrestling with infrastructure and MLOps. Our AI-enabled teams build, train, and deploy scalable AI solutions on AWS, Azure, and GCP, so you can focus on business outcomes.

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CLOUD-NATIVE AI
Strategic Overview

Navigating the Cloud AI Landscape

In today's market, leveraging AI is no longer optional. But the path from concept to a scalable, secure cloud AI application is filled with complexity, high costs, and a scarcity of specialized talent.

Many businesses get stuck at the proof-of-concept stage, unable to navigate the challenges of data engineering, MLOps, and cloud infrastructure management.

We bridge that gap.

Developers.dev provides an ecosystem of 1000+ vetted, in-house AI experts who live and breathe cloud-native AI. We handle the technical heavy lifting, allowing you to deploy powerful, custom AI solutions that drive real business value, securely and efficiently, on the world's leading cloud platforms.

TRUSTED BY GLOBAL LEADERS
AWS Advanced Consulting Partner
CMMI 5 Accredited
ISO 27001 Certified
SOC 2 Accredited
Microsoft Gold Certified Partner
Google Cloud Partner
Amcor
Boston Consulting Group
Careem
eBay
Nokia
UPS
AWS Advanced Consulting Partner
CMMI 5 Accredited
ISO 27001 Certified
SOC 2 Accredited
Microsoft Gold Certified Partner
Google Cloud Partner
Amcor
Boston Consulting Group
Careem
eBay
Nokia
UPS
Our Capabilities

Comprehensive Cloud AI Development Services

Cloud AI Strategy & Roadmap

We help you navigate the complexities of AI adoption. Our experts work with your stakeholders to identify high-impact use cases, define a clear technical and business roadmap, and choose the right cloud services to ensure your AI initiatives are aligned with your strategic goals.

  • Align AI investment with business objectives.
  • Prioritize use cases with the highest ROI.
  • Create a phased, manageable adoption plan.

Data Engineering & Pipeline Development

AI models are only as good as the data they're trained on. We build robust, scalable data pipelines on the cloud (ETL/ELT) to collect, clean, and process your data, ensuring a reliable flow of high-quality information for your AI systems.

  • Ensure high-quality data for model training.
  • Automate data processing and reduce manual effort.
  • Build a scalable foundation for all future AI projects.

Custom Model Development & Training

When off-the-shelf models aren't enough, we build custom AI/ML models tailored to your unique data and business challenges. Our data scientists use the latest frameworks like TensorFlow and PyTorch to create highly accurate and performant models from the ground up.

  • Solve unique business problems that generic models can't.
  • Achieve higher accuracy and performance.
  • Create a defensible competitive advantage.

Fine-Tuning & Prompt Engineering for LLMs

Leverage the power of Large Language Models (LLMs) like GPT-4 or Gemini on your own data. We specialize in fine-tuning these foundational models for your specific domain and crafting sophisticated prompt strategies to ensure they deliver accurate, relevant, and safe results for your application.

  • Adapt powerful LLMs to your specific business context.
  • Improve accuracy and reduce hallucinations.
  • Create unique generative AI applications securely.

Generative AI & Agentic Workflow Development

Go beyond simple chatbots. We design and build sophisticated generative AI applications and autonomous agentic workflows that can perform complex, multi-step tasks. Automate research, streamline customer support, or create dynamic content with AI agents built on a secure cloud foundation.

  • Automate complex, multi-step business processes.
  • Create highly interactive and intelligent user experiences.
  • Unlock new levels of operational efficiency.

MLOps & Automation

A model isn't useful until it's in production. We implement robust MLOps (Machine Learning Operations) practices and CI/CD pipelines to automate the testing, deployment, and monitoring of your AI models, ensuring reliability, scalability, and faster iteration cycles.

  • Reduce time-to-market for new AI features.
  • Ensure model reliability and performance in production.
  • Enable rapid, repeatable deployment of AI models.

AWS AI Development

Harness the full power of Amazon's AI stack. Our certified AWS developers build solutions using services like SageMaker for MLOps, Bedrock for generative AI, and Rekognition for computer vision, ensuring your application is scalable, secure, and cost-optimized on AWS.

  • Leverage the world's leading cloud platform for AI.
  • Integrate seamlessly with your existing AWS services.
  • Utilize managed services to accelerate development.

Azure AI Development

Build enterprise-grade AI on Microsoft's cloud. We utilize Azure Machine Learning for custom models, Azure OpenAI Service for secure access to GPT models, and Cognitive Services for pre-built AI capabilities, all within a compliant and integrated ecosystem.

  • Integrate AI with Microsoft 365 and Dynamics 365.
  • Benefit from enterprise-grade security and compliance.
  • Access powerful OpenAI models in a secure private environment.

GCP AI Development

Tap into Google's leadership in AI and data. Our experts build solutions on Vertex AI for a unified MLOps platform, BigQuery for massive-scale data analytics, and Google's powerful Gemini models, creating cutting-edge AI applications on a world-class infrastructure.

  • Leverage Google's state-of-the-art AI research and models.
  • Process and analyze massive datasets with BigQuery ML.
  • Utilize a unified platform for the entire ML lifecycle.

Computer Vision Solutions

Enable your applications to see and understand the world. We develop and deploy cloud-based computer vision models for tasks like object detection, image recognition, and video analysis, applicable in manufacturing quality control, retail analytics, and healthcare diagnostics.

  • Automate visual inspection and quality assurance.
  • Unlock insights from image and video data.
  • Create new interactive user experiences.

Natural Language Processing (NLP) Solutions

Allow your software to understand and process human language. We build NLP solutions for sentiment analysis, entity extraction, text summarization, and intelligent search, helping you derive value from unstructured text data like customer reviews, support tickets, and documents.

  • Analyze and understand customer feedback at scale.
  • Automate document processing and data extraction.
  • Power intelligent search and conversational interfaces.

Predictive Analytics & Forecasting

Move from reactive to proactive decision-making. We build predictive models that forecast future trends, customer behavior, and operational demand. By analyzing your historical data, we help you anticipate outcomes and optimize your strategy for what's next.

  • Forecast sales, demand, and customer churn.
  • Optimize inventory and resource allocation.
  • Make data-driven strategic decisions with confidence.

AI Model Deployment & API Integration

We ensure your AI model seamlessly integrates with your existing applications and workflows. We deploy models as scalable, secure REST APIs on the cloud and manage the integration process, making the model's intelligence accessible to your entire software ecosystem.

  • Make AI capabilities available across your applications.
  • Ensure scalable and reliable model performance.
  • Abstract away the complexity of the underlying AI model.

AI Governance, Risk & Compliance (GRC)

As AI becomes more critical, so does its governance. We help you establish a framework for responsible AI, including model monitoring for bias and drift, access control, audit trails, and compliance with regulations like GDPR and the AI Act, building trust with your users and regulators.

  • Ensure your AI systems are fair, transparent, and accountable.
  • Mitigate regulatory and reputational risks.
  • Build and maintain trust with your customers.

Legacy System AI Modernization

Unlock the value trapped in your legacy systems. We specialize in building AI layers on top of existing enterprise software (like SAP or mainframes) or migrating their functionality to a modern, AI-enabled cloud architecture, extending the life and capability of your core business systems.

  • Add intelligent features to your existing software.
  • Avoid the cost and risk of a full rip-and-replace.
  • Extract more value from your legacy data.

Proven Outcomes

FinTech & Financial Services

FinTech Startup Reduces Fraud by 60% with Real-Time AWS AI Solution

Client Overview: A fast-growing US-based FinTech startup was struggling with an increasing volume of fraudulent transactions. Their existing rule-based system was slow, generated too many false positives, and couldn't adapt to new fraud patterns. They needed a scalable, intelligent solution to detect fraud in real-time without disrupting the user experience.

"Developers.dev delivered a production-ready fraud detection model in just 10 weeks. The impact was immediate. We not only cut our fraud losses dramatically but also reduced the manual review workload on our team by over 75%. They weren't just coders; they were true partners in our success."
— Gabriel Lane, CTO, SecurePay Technologies

Key Outcomes

  • Fraudulent transactions detected and blocked in real-time decreased by 60% within the first quarter.
  • The rate of false positives was reduced by 80%, significantly improving customer satisfaction.
  • Manual transaction reviews were reduced by over 75%, freeing up the operations team for higher-value tasks.
Retail & E-commerce

E-commerce Giant Boosts AOV by 22% with Azure-Based Personalization Engine

Client Overview: A major European online retailer with millions of SKUs found their generic product recommendations were failing to engage users. They wanted to implement a sophisticated, real-time personalization engine but were concerned about the complexity of integrating it with their existing SAP commerce platform and ensuring GDPR compliance.

"The personalization engine built by Developers.dev has transformed our user experience. We now provide truly relevant recommendations that our customers love. The 22% lift in AOV speaks for itself. Their expertise in both Azure AI and GDPR compliance was invaluable."
— Olivia Bishop, Head of Digital Experience, ModaVerse Retail

Key Outcomes

  • Average Order Value (AOV) increased by 22% in the six months post-launch.
  • Click-through rate on product recommendations improved by over 150%.
  • User engagement, measured by session duration and pages per visit, increased by 35%.
Manufacturing & Logistics

Global Manufacturer Achieves 99.5% Defect Detection with GCP Computer Vision

Client Overview: A global automotive parts manufacturer based in Australia was facing challenges with manual quality control. Human inspectors on the assembly line were prone to fatigue and inconsistency, leading to an unacceptably high rate of defective parts reaching customers. They needed an automated, highly accurate quality inspection system.

"The automated quality control system from Developers.dev has been a game-changer for our factory floor. We've virtually eliminated defects from reaching our customers. The system paid for itself in under 9 months through reduced warranty claims alone. Their process was seamless."
— Warren Doyle, Director of Operations, Axiom Auto Parts

Key Outcomes

  • Achieved a 99.5% accuracy rate in defect detection, surpassing the 85% average of human inspectors.
  • Reduced the rate of defective parts shipped to customers by 98%.
  • Increased production line throughput by 15% by eliminating the manual inspection bottleneck.

Your AI Ambition, Our Engineering Expertise. Let’s Build It.

Avoid the "POC-to-production" trap. Whether you need a secure ML pipeline on AWS, custom LLM fine-tuning on Azure, or a scalable computer vision solution on GCP, our 1000+ AI-enabled experts are ready to deliver. Secure your competitive edge with a proven partner.

Request Your Free Cloud AI Strategy Consultation
1000+ In-House Experts SOC 2 & ISO 27001 Certified 95%+ Client Retention
Strategic Advantage

Why Industry Leaders Choose Developers.dev

AI

Enterprise-Grade Security

Your data and IP are your most valuable assets. We protect them with SOC 2, ISO 27001, and CMMI Level 5 certified processes. From secure coding practices to robust data governance, we build security into every layer of your AI solution, giving you peace of mind.

AI-Enabled Teams

Our developers don't just write code; they leverage enterprise-grade AI tools to accelerate development, improve code quality, and innovate faster. This AI augmentation means your project is delivered with greater speed, efficiency, and intelligence than traditional teams can offer.

Multi-Cloud Expertise

Whether you're committed to AWS, Azure, or GCP, or require a multi-cloud strategy, our teams have deep, certified expertise. We design and implement solutions that are optimized for your chosen platform, avoiding vendor lock-in and maximizing performance and cost-efficiency.

Accelerated Time-to-Market

Don't wait months to see results. Our agile POD model and established MLOps frameworks streamline the entire development lifecycle. We help you move from idea to production deployment in a fraction of the time, giving you a critical competitive advantage.

Vetted In-House Talent

We don't use freelancers or contractors. Our 1000+ experts are full-time, on-roll employees who have passed a rigorous 5-step vetting process. This ensures consistent quality, deep commitment, and a stable team for your project's entire duration.

Full IP Ownership

The intellectual property you create is yours, period. Our contracts are straightforward and clear: upon final payment, 100% of the source code and all related IP are transferred to you. We provide the service; you own the asset.

Transparent ROI

We focus on building solutions that deliver measurable business outcomes. From automating manual processes to unlocking new revenue streams, we work with you to define KPIs from day one and build solutions designed to achieve a clear, predictable return on your investment.

Scalable POD Model

Start with a small, focused team (a POD) to prove a concept, and seamlessly scale up as your needs grow. Our model provides the flexibility to adapt your team size and skillsets, ensuring you always have the right resources at the right time without the overhead of recruiting.

2-Week Risk-Free Trial

Confidence is built on proof, not promises. Engage a dedicated developer or a small team for a 2-week paid trial. Experience our process, communication, and technical quality firsthand. If you're not completely satisfied, you can walk away. It's the ultimate risk-reversal.

TRUSTED BY GLOBAL LEADERS
AWS
Microsoft
Google
SAP
Clutch
G2
Nokia
eBay
BCG
Amcor
Careem
UPS
AWS
Microsoft
Google
SAP
Clutch
G2
Nokia
eBay
BCG
Amcor
Careem
UPS

Trusted by Industry Leaders Worldwide

Proven results from partners who trust our expertise, security, and commitment to excellence.

Avatar for Kaitlyn Drummond

Kaitlyn Drummond

Founder & CEO, Healthie.io

"As a startup, speed is everything. Developers.dev got our AI-powered diagnostic tool from concept to a HIPAA-compliant MVP on Azure in just three months. Their AI-enabled POD model gave us access to talent we could never have hired and onboarded that quickly on our own."

Industry: HealthTech | Scale: 50 employees, Startup, USA
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Parker Hudson

CFO, Global Logistics Inc.

"We were concerned about the ROI of a predictive analytics project. The team at Developers.dev was fantastic. They started with a fixed-scope pilot that proved a 3x return in cost savings. Their transparent reporting and focus on business KPIs made it an easy decision to scale the project."

Industry: Logistics | Scale: 1500 employees, Enterprise, EMEA
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Xavier Frost

VP of Engineering, Retail-First Bank

"Security and compliance are non-negotiable for us. Developers.dev's SOC 2 and CMMI 5 certifications were a key factor in our decision. They built a customer churn prediction model on our private cloud, and their professionalism regarding data governance was top-notch throughout."

Industry: FinTech | Scale: 5000+ employees, Enterprise, USA
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Lauren Gentry

Product Manager, Streamly

"Our goal was to improve our content recommendation engine. The data scientists from Developers.dev were brilliant. They not only built a more accurate model on AWS but also implemented an MLOps pipeline that allows our team to easily retrain and deploy it. It's been a huge capability boost for us."

Industry: Media & Entertainment | Scale: 300 employees, Mid-Market, USA
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Thomas Lamb

COO, Axiom Manufacturing

"The computer vision system for quality control has fundamentally improved our operations. The team was incredibly collaborative, working closely with our floor managers to ensure the solution was practical and effective. The 2-week trial gave us the confidence we needed to move forward."

Industry: Manufacturing | Scale: 800 employees, Mid-Market, Australia
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Paige Ford

CTO, SaaSify Co.

"We needed to add generative AI features to our SaaS platform using Azure OpenAI. The Developers.dev team handled everything—from the secure setup to fine-tuning the model and building the API. Their expertise saved us at least 6 months of R&D."

Industry: SaaS | Scale: 150 employees, SMB, EMEA

Frequently Asked Questions

What makes Developers.dev different from other AI agencies?

We are not a "body shop." We are an ecosystem of 1000+ full-time, in-house experts. By combining deep technical proficiency with our proprietary AI-governance framework, we ensure that you get production-ready, secure, and scalable solutions, not just code. Our CMMI Level 5 and SOC 2 certifications provide the enterprise-grade assurance that your business demands.

Can we hire a small team to start, or do we need a large contract?

Flexibility is at our core. We utilize a POD-based engagement model, allowing you to start with a focused team (e.g., one data scientist and one MLOps engineer) for a specific pilot or proof-of-concept. You can scale this POD up or down as your project requirements evolve, ensuring you only pay for the capacity you need.

How do you ensure our data and intellectual property are secure?

Security is our baseline. As a SOC 2, ISO 27001, and CMMI Level 5 certified firm, we treat your IP with the highest level of protection. Every contract guarantees 100% IP ownership transfer upon payment. Furthermore, our strict AI governance policies ensure that your proprietary data is never used to train external, third-party models.

What is the benefit of your 'AI-Enabled' approach?

Our developers leverage enterprise-grade AI tools throughout the development lifecycle. This means we write code faster, automate repetitive testing, and identify potential bugs or security vulnerabilities much earlier. You get a higher-quality product delivered in less time, allowing you to capture market opportunities ahead of your competition.

What happens if we aren't satisfied with a team member?

We are committed to your success. If a team member doesn't meet your expectations, we provide a free-replacement guarantee. We manage the knowledge transfer process at zero cost to you, ensuring that the new team member is up to speed instantly and your project continuity remains uninterrupted.

How do you handle cloud costs and optimization?

We don't just build; we optimize. Our MLOps experts proactively manage your cloud infrastructure. We implement auto-scaling, resource-efficient model deployments, and cost-monitoring dashboards to ensure you are not overspending on AWS, Azure, or GCP. We build with a "cloud-smart" philosophy to keep your operational expenses predictable.

Do we need to have a specific cloud platform already chosen?

No. Whether you are on AWS, Azure, GCP, or a multi-cloud environment, our team has deep, certified expertise in all three. If you haven't chosen a platform, our strategists will help you select the one that best aligns with your business goals, current tech stack, and long-term scaling requirements.

How long does it take to get a project started?

Speed is our competitive advantage. Because we maintain a pool of 1000+ pre-vetted, in-house professionals, we can assemble and onboard your dedicated POD in as little as 1-2 weeks. We have standardized, agile processes ready to deploy immediately upon contract finalization.

Can you help us with legacy system modernization using AI?

Yes. You don't need a risky, "rip-and-replace" approach. We specialize in building intelligent AI layers around your existing systems (e.g., SAP, legacy CRMs). We can wrap these systems with modern AI interfaces, automate manual data entry, or gradually migrate critical modules to the cloud, extending your existing assets' life and performance.

How do you measure the success of an AI project?

We believe in data-driven outcomes. Before we write a single line of code, we work with you to define clear, measurable KPIs aligned with your business goals—whether that's increasing conversion rates, reducing operational costs, or shortening processing times. We provide regular, transparent reporting against these metrics, so you always see the return on your investment.

Still have questions? Let's talk.
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Our Proven AI Engagement Lifecycle

We eliminate the guesswork from AI integration. Our predictable, 5-step engagement model ensures your project moves from initial concept to a production-ready, high-ROI solution with zero operational friction.

01. Discovery & Strategy

We don't just build; we solve. Our senior architects and strategists dive deep into your business objectives, data landscape, and existing tech stack to map out the highest-impact AI opportunities. We define clear KPIs and a phased implementation roadmap to ensure every dollar spent drives measurable value.

02. Architecture & Data Prep

A house is only as strong as its foundation. We design robust, cloud-native architectures optimized for your chosen platform (AWS, Azure, or GCP). Simultaneously, our data engineers build secure pipelines (ETL/ELT) to clean and process your data, ensuring your models are fed with high-quality, actionable insights from day one.

03. Agile POD Development

Speed meets quality. Our dedicated AI POD—a cross-functional team of data scientists, developers, and MLOps experts—executes in high-velocity, two-week sprints. You maintain full visibility via daily stand-ups and transparent task tracking, ensuring the product evolves exactly as your business requirements dictate.

04. Deployment & MLOps

Moving to production is where most projects fail; we make it seamless. We implement automated CI/CD pipelines and rigorous MLOps practices to handle testing, deployment, and security. We bridge the gap between "working model" and "production-ready service," ensuring your solution is scalable, reliable, and secure.

05. Continuous Optimization

AI is iterative. Post-launch, we don't disappear. We monitor model performance, detect drift, and perform continuous fine-tuning to keep your solution ahead of the curve. We provide ongoing maintenance and performance optimization, ensuring your AI systems continue to deliver sustained business growth and a compounding return on investment.

Why Developers.dev Outperforms the Status Quo

Building AI in the cloud requires more than just code. It requires security, scalability, and specialized expertise. Compare our model against traditional hiring and freelance alternatives to see why we are the logical choice for enterprise-grade AI.

StartVettingDevelopmentProduction

Traditional In-House Hiring

  • Slow: 3-6 months to hire
  • High Opex: Benefits, taxes, overhead
  • Risk: Unproven talent compatibility
  • Distraction: Management overhead

Freelance Networks

  • Unreliable: High churn rate
  • Security: IP risk & data leakage
  • Quality: Often lacking supervision
  • Chaos: No integrated ecosystem

Developers.dev PODs

  • Instant: Immediate team ramp-up
  • Secure: SOC 2, CMMI 5 Certified
  • Guaranteed: 100% IP Transfer
  • Expert-Led: Full-time Ecosystem
Get Started Now

Flexible AI Delivery Models Designed for Your Growth

We offer adaptable engagement structures to ensure your AI initiatives align perfectly with your business goals, timeline, and budget.

AI-Enabled Staff Augmentation PODs

Ideal For

Companies needing to extend their existing tech team with specialized, long-term AI talent.

Includes

  • Dedicated, full-time AI/ML engineers, data scientists, or MLOps experts.
  • Integrated into your teams, tools (Jira, Slack), and processes.
  • Managed by our delivery leads to ensure performance and alignment.

Timeline: 3-12+ months engagement

Commercials: Monthly billing per resource (Time & Materials)

Fixed-Scope AI Project

Ideal For

Projects with clearly defined requirements and outcomes, like developing a specific model or a proof-of-concept.

Includes

  • A cross-functional team to deliver the project end-to-end.
  • Detailed statement of work (SOW) with fixed deliverables, timeline, and cost.
  • Milestone-based delivery and payments.

Timeline: 1-6 months

Commercials: Fixed fee, paid in milestones

AI Discovery & Strategy Sprint

Ideal For

Businesses that are new to AI and need a clear roadmap before investing in a full-scale project.

Includes

  • A 2-4 week intensive workshop with our senior AI strategists and architects.
  • Identification and prioritization of AI use cases.
  • A detailed implementation roadmap, technical architecture design, and budget estimate.

Timeline: 2-4 weeks

Commercials: Fixed fee for the sprint

Responsible AI: Governance, Risk, & Compliance (GRC)

In the AI era, trust is the only currency that matters. We don't just build software; we build fortified, ethical, and compliant AI ecosystems that protect your enterprise, your data, and your reputation.

TRUST

Data Sovereignty & Privacy

Your data is your IP. We enforce strict data segregation policies. Our architecture ensures your proprietary data is never used to train or refine external global models, keeping your competitive advantage secure and private.

Bias Mitigation & Fairness

Algorithmic bias is a business risk. We implement continuous monitoring pipelines to detect and mitigate drift and bias in real-time, ensuring your AI solutions produce equitable, objective, and legally defensible outcomes.

Explainable AI (XAI)

Black-box AI is unacceptable for enterprise decisions. We build for transparency, providing clear audit trails and interpretability tools so your stakeholders understand exactly how and why your AI makes specific recommendations.

NIST & Regulatory Compliance

We align our development lifecycle with the NIST AI Risk Management Framework and OECD AI Principles. From GDPR to the EU AI Act, we engineer your solutions to be compliant by design, not by patch.

Discuss Your Governance Strategy

Meet Your Dedicated AI Engineering Ecosystem

We are not a traditional body shop. We are a collective of 1000+ vetted, full-time experts, architects, and visionaries, calibrated to accelerate your business outcomes through secure, scalable, and high-impact AI solutions.

Avatar for Kuldeep K.

Kuldeep K.

Founder & CEO

Expert Enterprise Growth Solutions - For Startups and SMEs to Large Organizations.

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Abhishek P.

Founder & CFO

Expert Enterprise Architecture Solutions - For Startups and SMEs to Large Organizations.

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Akeel Q.

AI & Quantum Expert

Certified Cloud Solutions Expert, AI & Machine Learning Specialist, Quantum Computing Expert.

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Prachi D.

Cloud & AI Manager

Certified Cloud & IOT Solutions Expert, Expert in Artificial Intelligence Solutions, Quantum Computing Expert.

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Vishal N.

Senior Data Scientist

Certified Hyper Personalization Expert, Senior Data Scientist (AI/ML).

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Vikas J.

Cloud & SecOps Lead

Divisional Manager - ITOps, Certified Expert Ethical Hacker, Enterprise Cloud & SecOps Solutions.