Arshiya Shaik

About Arshiya Shaik

As a Senior Python Developer with 8 years of hands-on experience, I specialize in…

Experience

1. Senior Python Developer

   Finxact

   Nov 2023 — Present · Austin, TX, US

   Collaborated in developing a FastAPI web application with MySQL for resource management.• Designed RESTful APIs to access third-party data for internal analysis and statistical display.• Utilized front-end technologies (CSS, Bootstrap, and JavaScript) for responsive web applications.• Managed project tasks using JIRA.• Developed Python scripts for data extraction and loading from JSON documents and HTML files.• Gained experience in container-based technologies (Docker, Kubernetes).• Developed and executed ETL pipelines to migrate data from relational databases to MongoDB, ensuring data integrity and consistency.• Implemented complex CRUD (Create, Read, Update, Delete) operations in MongoDB, using MongoDB Shell, Mongoose, and other drivers to interact with the database programmatically.• Utilized TensorFlow’s Keras API to build, compile, and train models, streamlining the model development process.• Developed applications leveraging LLMs for various NLP tasks, such as text generation, summarization, translation, sentiment analysis, and question answering.• Conducted model evaluation and validation using TensorFlow, ensuring high accuracy and generalization through techniques like cross-validation and hyperparameter tuning.• Integrated EKS with other AWS services like EC2, EKS (Elastic Kubernetes Service), and ALB (Application Load Balancer) for building scalable and resilient container-based solutions.• Experienced in creating and managing S3 buckets, setting access permissions, and configuring lifecycle policies to optimize storage costs and data retention.• Experienced in writing CloudFormation templates in YAML or JSON format to define and deploy AWS resources like EC2 instances, RDS databases, VPCs, and IAM policies.• Proficient in Amazon CloudWatch Logs, a service for monitoring, storing, and analyzing log data from AWS resources and applications.• Adhered to the AGILE development methodology.