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samya123456/README.md

Samya Nandy

Hi, I'm Samya Nandy! πŸ‘‹

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About Me

  • Senior Data Scientist
  • HashiCorp Certified Terraform Associate 🌐
  • Oracle Certified Java Developer With AWS Cloud Experience β˜•

Contact Me

Summary

I have over 10+ years of overall experience in Software Development.

Machine Learning and Deep Learning

  • Creating Machine Learning Models using Python, TensorFlow, Keras, Pandas, NumPy, and Seaborn 🧠
  • Building Object Detection Models with YoloV8 πŸ“·

Generative AI

  • Leveraging OpenAI Services,RAG(Retrieval-Augmented Generation), ChatGPT 4.x, LangChain, Prompt Engineering, Embedding, and Vector DB πŸ€–
  • Evaluating LLM Models and working with LangChain Agents (Database Agent, PDF Agent) πŸ“š
  • AWS Lex Integration for natural language processing πŸ—£οΈ

MLOps

  • Implementing MLOps practices, GCP Vertex AI
  • Implementing MLOps practices, including creating Machine Learning pipelines and deploying models in AWS Sagemake πŸš€

Data Analytics

  • Data Analytics using Python and Pyspark πŸ“Š
  • AWS Cloud-based Data Analytics using AWS Lambda, DynamoDB, AWS Kinesis, AWS Glue, AWS Athena, and AWS Quicksight ☁️

Development and DevOps

  • Proficient in Node.js, Core Java, Collections, and Design Patterns πŸš€
  • Building Restful web services and Spring Boot Microservices 🌐
  • Designing and Developing Large Scale Distributed Systems using Docker, Kubernetes, AWS ROSA OpenShift Cluster, Amazon EKS, and Amazon EKS Fargate πŸ› οΈ
  • Extensive experience with AWS services, including Amazon API Gateway, Amazon Lambda, AWS Route 53, and more 🌟
  • DevOps expertise with Jenkins CI/CD, Ansible, Spinnaker, Helm, and AWS CodePipeline πŸš€

Infrastructure as Code (IAC)

  • Building Cloud Infrastructure using Terraform and AWS CloudFormation πŸ—οΈ

Databases

  • Working with Relational Databases including Amazon RDS, Oracle 11g, MySQL, and Postgres 🎲

Cache Service

  • Proficiency in Cache Service using Redis πŸš€

Forntend

  • React Next

GitHub Stats

GitHub Stats

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