Samya Nandy

I bring over 9 years of comprehensive experience in software development, with a strong focus on machine learning, deep learning, and cloud-based solutions. My expertise spans a wide range of technologies, methodologies, and tools, making me a versatile professional in the ever-evolving tech landscape.

Key Highlights:

• Machine Learning and Deep Learning: Over 4 years of hands-on experience creating machine learning models and deep learning neural networks using Python, TensorFlow, Keras, Pandas, NumPy, Seaborn, and NLP techniques.
• Computer Vision: Successfully developed object detection models using YOLOv8 for various applications.
• Generative AI: Applied Generative AI techniques using OpenAI services such as ChatGPT 4.x. Proficient in LangChain, prompt engineering, embedding, vector DB, and evaluating large language models.
• MLOps: Extensive background in MLOps, including creating end-to-end machine learning pipelines and deploying models on AWS SageMaker.
• Data Analytics: 4+ years of experience in data analytics using Python, PySpark, and 7+ years leveraging AWS cloud services like Lambda, DynamoDB, Kinesis, Glue, Athena, and Quicksight.
• Programming Languages: Skilled in Node.js, Core Java, with 5+ years of experience in Restful web services and SpringBoot microservices.
• Distributed Systems: Designed and developed large-scale distributed systems using Docker, Kubernetes, AWS ROSA OpenShift Cluster, Amazon EKS, and Amazon EKS Fargate.
• Cloud Development: 8+ years of expertise in AWS services, including API Gateway, Lambda, Route 53, VPC, EC2, S3, IAM, CloudWatch, and more.
• DevOps: 7+ years of experience in DevOps practices with Jenkins CI/CD, Ansible, Spinnaker, Helm, GitLab CI, AWS CodePipeline.
• Infrastructure as Code (IaC): Proven track record of building and managing cloud infrastructure using Terraform and AWS CloudFormation.
• Database Management: Proficient in relational databases (RDBMS) such as Amazon RDS, Oracle 11g, MySQL, and PostgreSQL. Additionally, 2+ years of experience with Redis as a cache service.

Conclusion:

I am passionate about staying at the forefront of technology, solving complex problems, and delivering innovative solutions. Let's connect to explore how my skills and experiences can contribute to the success of your projects