Your requirement is very similar to our day to day requirement for Machine Learning (we use vagrant for local and ec2 for AWS). We can create your pipeline and setup the required infra (pip, python3, jupyter). We have 15+ years of experience and we are AWS Registered Partner.
Our day to day work requires us to run ML model. Prior to training we validate the code in laptop. We use vagrant ssh and install all the required softwares (pip, python3 and other libraries). Thereafter, we either use Deep Learning AMI or create our own AMI with all the required libraries. We store our results in EBS and S3 as per the requirement.
For inference, we need to setup VPC with containers and the security group/ACL implemented. Overall, we have the necessary capability to fulfil your requirement.
We will guarantee our work and we will request payment only after the work has completed satisfactorily.
About us: We are from VisionFirst Technologies Pvt. Ltd. We are researchers and practitioners of cutting edge technology. We have designed, developed and implemented large insurance solutions (multiple mobile apps, webapps and custom softwares) with a few applications having 5000+ authenticated users. We have experience on multiple clouds such as Jelastic, AWS, Azure. Our tech stack includes Machine Learning, offline/2G tolerant mobile apps, web applications, IOT and Analytics. Our business domains include insurance (Insurtech, Fintech), education (Edutech), Sports and logistics.