Full Stack Python Developer with AWS & ML

Sania Shaik

+1-989-***-**** **************@*****.***

https://www.linkedin.com/in/sania-shaik-641a17239?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app

Professional Summary:

Full Stack Python Developer with hands-on experience building scalable web applications using Python, Django/FastAPI, REST APIs, and ReactJS.

Experienced in deploying cloud-native applications on AWS (EC2, S3, RDS, Lambda) and integrating AI/ML models into production environments.

Strong background in database design, API development, CI/CD pipelines, and performance optimization.

Passionate about building intelligent, secure, and high-performance systems in Agile environments.

Education

Central Michigan University MS in Information Systems Aug 2024- Present

Technical Skills

Programming: Python, JavaScript, SQL

Backend Development: Django/FastAPI, REST APIs, JWT Authentication, ORM

Frontend Development: ReactJS, HTML5, CSS3, Bootstrap

Databases: PostgreSQL, MySQL, AWS RDS

Cloud & Storage: AWS (EC2, S3, Lambda, CloudWatch)

AI & ML: Scikit-learn, Pandas, NumPy, Model Deployment

Data & Analytics: SQL Reporting, Data Cleaning, KPI Analysis, Power BI, Tableau

Tools & DevOps: Git, Jira, Postman, Swagger, Docker, CI/CD

CRM & Business Systems: CRM

Work Experience

Junior Software Developer-Contract Wells Fargo Jan 2025 – Present

Developed and maintained backend services using Python and Django to support internal financial applications.

Built RESTful APIs for transaction processing, customer data management, and secure system integrations.

Designed and implemented machine learning models using Python and Scikit-learn for risk analysis and customer behavior prediction.

Performed data preprocessing, feature engineering, and model validation to improve fraud detection and credit risk assessment accuracy.

Integrated predictive models into backend services to enable real-time decision support within financial workflows.

Deployed applications and ML services on Amazon Web Services including EC2, S3, and RDS.

Optimized SQL queries and improved performance for high-volume transactional datasets.

Collaborated in Agile Scrum teams, participated in code reviews, and supported CI/CD deployments.

Associate Software Developer People Tech-Hyderabad, India March 2023 – Aug 2024

Developed scalable backend services using Python and Django to build RESTful APIs for enterprise applications.

Designed and implemented responsive user interfaces using ReactJS, JavaScript ES6, HTML5, and CSS3.

Built and optimized database schemas and complex SQL queries using PostgreSQL and MySQL to improve application performance.

Deployed and managed applications on Amazon Web Services including EC2, S3, and RDS.

Implemented JWT authentication and role-based access control to enhance application security.

Containerized applications using Docker and supported CI/CD pipelines for automated build and deployment.

Performed API testing and debugging using Postman and Swagger while working in Agile Scrum environments.

Internship

Client: IKEA, Hyderabad, India

Sales & Inventory Analytics Dashboard Mar 2022 – Feb 2023

Developed a sales and inventory analytics dashboard to monitor KPIs including top-selling products, inventory aging, and reorder alerts.

Built backend APIs using Python to process sales data and generate real-time performance insights.

Performed data cleaning, transformation, and analysis using Pandas and SQL to improve reporting accuracy.

Designed interactive visualizations and reports to support business decision-making and inventory optimization.

Optimized database queries and automated weekly and monthly performance reports.

Projects

Document Management System (DMS) – Secure Upload, Access & Audit

Built a secure document management system with upload, search, preview, and download workflows for compliance tracking.

Developed RESTful APIs using Python and Django to manage file metadata and document operations.

Integrated Amazon S3 for secure file storage and PostgreSQL for structured metadata management.

Implemented JWT authentication and role-based access control with audit logging and file validation handling.

Performed API testing using Postman, resolved upload and access issues, and managed version control using Git.

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