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recommendation engine for cost calculation for savings based on their usage of deployed environement.
Project ID: 40686488
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A savings recommendation engine for deployed cloud environments needs to do more than calculate a number—it needs to understand actual usage and turn that data into recommendations someone can act on. I understand the goal as using environment usage data to identify where a customer may be spending more than necessary and estimate potential savings. That means looking at usage patterns, resource consumption, and the relationship between current deployment choices and their cost. I can work across AWS and Azure data and build the calculation/recommendation layer with a practical approach to data analysis and ML. Databricks also fits well if the usage data is already being collected or processed there. I’d focus first on making the cost calculations reliable and explainable before adding more complex recommendations. A customer should be able to see not only “you could save X,” but also why that recommendation was made. If you share what usage data you currently collect, along with a sample of the deployed environment data and how you currently calculate costs, I can understand the recommendation logic you need and suggest the right implementation.
₹12,000 INR in 7 days
0.0
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15 freelancers are bidding on average ₹7,857 INR for this job

Hi, Are you looking to build a reliable Azure/AWS data pipeline with Databricks that can analyze cloud usage and generate accurate cost-saving recommendations? I can help you design and implement the complete solution. I have 16+ years of experience in AWS, Azure, DevOps, cloud architecture, data pipelines, automation, and production environments, with hands-on experience across cloud services, Databricks, monitoring, analytics, and optimization. I can help build the pipeline to collect and process AWS/Azure usage and infrastructure data, integrate it with Databricks, analyze resource utilization and cloud costs, and develop a recommendation engine that identifies optimization opportunities and potential savings. I can also automate the data ingestion and processing workflows so recommendations remain updated as usage changes. The solution can include AWS/Azure integration, Databricks pipelines, data processing, cost analysis, usage-based recommendations, dashboards/reporting, automation, and secure cloud architecture. I’m available for a Freelancer call to understand your current environment, data sources, and recommendation requirements and discuss the best implementation approach. Rate: USD $15/hour, negotiable based on the project scope. Best regards, SaD
₹12,000 INR in 7 days
5.3
5.3

As an experienced AWS-certified professional, I have accumulated a wealth of expertise over the past 5 years that is perfectly suited to the goals of your project. I am highly proficient in backend development utilizing languages such as Node.js, Python, and PHP; and have extensive experience in building serverless and containerized applications using frameworks like Serverless Framework, SAM and SST. I believe my skills align directly with your needs to create Azure AWS pipelines with Databricks. Lastly, my knowledge of integrating advanced AI/ML solutions into cloud infrastructures perfectly complements your requirement for a recommendation engine. Having worked extensively with AWS's AI/ML services, including Textract, Comprehend, Kendra and Rekognition, I understand how they can powerfully drive automation for cost-saving calculations. In conclusion, with my breadth of skills in AWS and Azure, backed by my commitment to quality and deep establishment in DevOps, I am confident in offering a turnkey solution that not only fulfills but exceeds your expectations for this project.
₹12,500 INR in 7 days
5.5
5.5

Hi there, I can help build the Azure/AWS data pipelines with Databricks for your recommendation engine. I have experience with AWS, cloud services, data pipelines, automation, and deployment. I can help with: * Azure/AWS pipeline setup * Databricks integration * Usage and cost data processing * Cost-saving recommendation logic * Deployment and testing I’m available to start immediately and can discuss the requirements in detail. Thanks!
₹7,000 INR in 1 day
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Hi, I've worked on similar cloud cost-optimization/recommendation builds before, integrating usage data from Azure/AWS with Databricks for analysis and cost-saving recommendations. I can build this as a pipeline that ingests your deployed environment's usage metrics, applies a cost-calculation/recommendation model, and outputs actionable savings insights. Before I finalize scope and timeline, a couple of quick questions: which cloud environment(s) are currently deployed (Azure, AWS, or both), and do you have existing usage/billing data exports I'd work from, or does this need to pull live from cloud APIs? Also, is the expected output a dashboard, a report, or an API/script other systems will call? Once I know these details I can commit to a precise timeline — based on typical scope for this kind of recommendation engine, I'd estimate 5–7 days.
₹6,500 INR in 6 days
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Hi, I’m interested in building your cloud cost optimization recommendation engine. I have hands-on experience with Python, Machine Learning, data analysis, anomaly detection, FastAPI, Docker, and MLflow, and have built end-to-end ML systems involving large-scale usage data, prediction, monitoring, and automated retraining. For this project, I can develop a pipeline that analyzes deployed-environment usage, identifies cost patterns and inefficiencies, and generates data-driven savings recommendations. I’m also comfortable working with AWS/Azure environments and scalable data/ML workflows. I’d be happy to discuss your current usage data, cloud architecture, and the type of cost recommendations you want the engine to generate. Best regards, Divyanshu Pandey
₹5,000 INR in 7 days
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Greetings I understand you're looking for a recommendation engine for cost calculation based on usage within Azure AWS pipelines with Databricks, and we have successfully completed similar projects in the past. Your goal of optimizing cost savings through usage analysis is crucial, and we can implement a robust solution that leverages Databricks to analyze deployed environments effectively. By integrating Azure and AWS, we can ensure seamless data flow and real-time insights, leading to significant savings for users. I bring experience in developing data-driven solutions, particularly in cloud environments, and I am confident in delivering a tailored recommendation engine that meets your needs. I would love to chat about your project and suggest a follow-up discussion to explore how we can work together. Regards, Nabeel Ismail
₹5,500 INR in 7 days
0.0
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Hello, I have carefully reviewed your requirements for building an intelligent recommendation engine to calculate cloud cost savings based on
₹8,750 INR in 3 days
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Hello, I understand you need a recommendation engine that analyzes usage of your deployed environments and calculates potential cost savings. The goal is to provide actionable, data-driven recommendations across cloud resources. Here’s what I can provide: Analyze Azure/AWS usage, resource utilization and historical cost data to identify optimization opportunities. Build an ML/data-driven recommendation engine to estimate savings from rightsizing, scheduling and resource optimization. Integrate Databricks for data processing, dashboards/reports and scalable analysis, with secure cloud deployment. I bring over 4+ years of experience in cloud computing, AWS, Azure, machine learning, data analysis and Databricks, focusing on practical automation and cost-optimization solutions. Just to clarify a few things: Which cloud environment should be prioritized, Azure or AWS? Do you already have historical usage and billing data available? Please come to the chat box to discuss more about your project. Best regards Indresh Kushwaha
₹10,000 INR in 7 days
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Data Engineer with hands-on experience designing and implementing end-to-end data solutions on Microsoft Azure and Microsoft Fabric. Skilled in Azure Data Factory, Azure Databricks, and PySpark for building ELT/ETL pipelines using Medallion Architecture. Strong foundation in data integration, transformation, data quality, and metadata-driven pipeline design
₹10,000 INR in 7 days
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Hello, I’m Rishi, with 10+ years of experience in the software industry, with strong hands-on experience in cloud platforms, data engineering, pipelines, and backend development. I can help you with: - Building Azure/AWS data pipelines integrated with Databricks. - Processing usage and infrastructure data from deployed environments. - Developing a recommendation engine to calculate cost savings and optimization opportunities. - Creating scalable data workflows with proper monitoring and validation. - Testing, documentation, and clean implementation for future enhancements. I can review your current architecture and requirements first, then provide a clear implementation plan and timeline. Best regards, Rishi
₹6,900 INR in 7 days
0.0
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Hyderabad, India
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₹12500-37500 INR
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₹12500-37500 INR
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₹12500-37500 INR