shreyjain203 / machine-learning-model-to-production-website-using-gke Goto Github PK

I am Shrey Jain, a Machine Learning Engineer who is interested in creating deep learning models, deployment architecture, microservices, containers, and cloud-native technology. I encourage the use of automation wherever possible and I think that everything can be automated. I want to share everything I've learned throughout my data Journey, which is why I have started contributing actively to Medium blogs to disseminate valuable information to the broader community.

• Programming and Machine Learning: Python, PyTorch, Numpy, Flask, Django, Deep Learning, SpaCy, NLP, Transformers, Large Language Models (LLM)
• Cloud Platforms: Google Cloud Platform (BigQuery, GCE, GCS), AWS (Redshift, Athena, EC2, S3)
• Containerization and Orchestration: Docker, Kubernetes, Google Kubernetes Engine (GKE)
• Web Experimentation: Causal Analysis, A/B Testing, Hypothesis testing, Statistics, Quantitative Analysis, Experimental Design
• Database Management: SQL (Postgres, MySQL, MS SQL Server), MongoDB, Hadoop, Hive, Scala, Snowflake
• Artifact and Container Registries: Google Artifact Registry, Google Container Registry
• Web (REST API) Development: Flask
• Data Manipulation and Analysis: Pandas, Excel
• Web Scraping and Automation: BeautifulSoup, Selenium, Python Automation
• Data Visualization: Looker, Matplotlib, Seaborn, PowerBi, Tableau, Metabase
• Version Control: Git, GitHub
• Workflow Management: Apache Airflow, Cloud Composer, MWAA (Managed Workflows for Apache Airflow)
• Big Data and Distributed Computing: Databricks, pyspark, Data Proc, EMR (Elastic MapReduce)
• Others: Slack API, Cron

Machine learning and deep learning techniques to enhance my skills in developing models for various applications.

End-to-end deployment of ML/DL models.

LinkedIn: https://www.linkedin.com/in/shreyjain203/

GitHub: https://github.com/Shreyjain203/

Gmail: [email protected] | [email protected]

StackOverflow: https://stackoverflow.com/users/11679722/shrey

Instagram: https://www.instagram.com/shreyrerere/

Personal Website: https://shreyjain203.github.io/

Medium: https://medium.com/@shreyjain203