Ahmad Kaleem

Experience

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  Aimbot studio

  Nov 2021 - Jan 2023

  Python Engineer

  Django CI/CD: Employing AWS CodeCommit as the code repository, Elastic Beanstalk for deployment, and AWS CodePipeline for automated Continuous Integration and Continuous Delivery of Django applications.Lightweight Object Detection Deployment: Deploying YOLOv4 for lightweight object detection on AWS, involving VPC configuration, subnets, and load balancing for high availability across multiple zones.Document Search: Building a document search system with Langchain for Pinecone API interactions, utilizing FASTAPI for backend API endpoints and PostgreSQL for data storage and retrieval.Federated Learning and Centralized Learning: Conducting research experiments, preparing data, and configuring AWS infrastructure with GPU support for training Mask-RCNN models in both federated and centralized learning settings.Bat Key Point Detection: Creating a model to detect bat key points, training it, and integrating it into relevant projects, possibly related to wildlife or monitoring.Batsman Similarity Project: Developing a versatile video processing framework with features like JWT authentication, MongoDB CRUD operations, and deploying it using Django. Enhancing object tracking using sort and deep sort algorithms.Image Stitching: Employing common key point identification for image stitching, segmenting labels on stitched images using Mask-RCNN, and automating the generation of JSON statistics for analytics.Static Website Deployment: Configuring static website hosting on AWS S3, optimizing content delivery with AWS CloudFront, and enhancing security through SSL certificate implementation for HTTPS support. Weniger anzeigen

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  Merik Solutions

  Sept 2023 - Feb 2024

  DevOps Engineer

  Implemented CI/CD pipelines for applications using Github Actions.Created docker and docker compose files for various applications.Created CI/CD pipeline for updating image on ECR and deployment on ECS.Used terraform for infrastructure as code.Deployed applications which are high available and scalable and also have the capacity toself-heal.Work with various AWS services such as EC2, EBS, RDS, Secrets Manager, ParameterStore, Load Balancers (ALB, NLB), ECS, CloudFront, VPC, Route 53, S3, KMS, IAM, andlambda.Implement and manage security best practices for the deployed infrastructure.Plan and design AWS architecture for the deployment of multiple applications. Weniger anzeigen

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  Eurus Technologies

  Jan 2024 - now

  DevOps Engineer