Impactful Solutions: Exploring My Work in AI, Cloud, and Automation

Cloud-Based Infrastructure Automation for Scalability

Description: Designed and implemented an automated cloud infrastructure management solution using AWS and Terraform at Mantech (CMS Project). The project aimed to streamline resource provisioning, scalability, and cost management in cloud environments for enterprise applications.
Technologies Used: AWS, Terraform, Ansible, Python
Outcome: Reduced manual configuration errors, sped up deployment times, and optimized resource usage, leading to cost savings and more efficient scaling.

DevOps Pipeline Implementation for Continuous Integration/Continuous Deployment (CI/CD)

Description: Built a fully automated DevOps pipeline integrating CI/CD tools such as Jenkins, Docker, and Kubernetes to streamline the development and deployment process for a microservices-based web application at Aditi LLC (Department of Human Services Project).
Technologies Used: Jenkins, Docker, Kubernetes, Git, AWS
Outcome: Enhanced collaboration between development and operations teams, reduced deployment times, and improved software delivery reliability.

Description: Designed and implemented a secure cloud architecture for a financial services (ClearOne Advantage) platform using AWS services, including encryption, identity and access management (IAM), and secure APIs. Focused on compliance with industry standards and enhancing data security.
Technologies Used: AWS, IAM, KMS, CloudTrail, Python
Outcome: Strengthened the overall security posture, ensuring data privacy and regulatory compliance while maintaining scalability.

Description: Developed an AI-powered chatbot using Natural Language Processing (NLP) for automating customer support for a debt consolidation platform. The chatbot used machine learning models to understand customer queries and provide accurate, instant responses.
Technologies Used: Python, TensorFlow, NLTK, AWS Lex, Lambda
Outcome: Reduced the workload on support teams by handling routine customer inquiries, improving response times, and enhancing user satisfaction.

Description: Developed a cloud-based data analytics platform at Mantech, enabling advanced business intelligence through real-time data visualization, reports, and predictive analytics powered by AI.
Technologies Used: AWS, Python, SQL, Tableau, Power BI
Outcome: Enhanced decision-making capabilities for the company, leading to more informed business strategies and improved customer insights.

Description: Developed an AI-driven predictive maintenance solution at ClearOne Advantage for VMs using machine learning algorithms to predict equipment failures before they occurred. This system utilized the monitoring tools and scalability trends to forecast maintenance needs and minimize downtime.
Technologies Used: Python, TensorFlow, SQL
Outcome: Improved operational efficiency by reducing unplanned downtime and maintenance costs, resulting in a more reliable production system.