Docker and Docker Compose
A practical introduction to defining and running multi-container applications with Docker Compose.
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Hi, I'm Aditya KarnikTechnology Lead · GenAI · Python · Data Engineering
I build Python applications and data pipelines, and I’ve developed a proof-of-concept RAG solution on Azure. I’m now learning more about agentic AI and agentic RAG.
Recent writing & projects:
Currently Working on:
GenAI: RAG solutions with Azure OpenAI and Azure AI Search
Bingo Caller - Host your Virtual Bingo, generate cards
What I do best
GenAI & RAG Solutions
Building Retrieval-Augmented Generation solutions on Microsoft Azure with Azure OpenAI and Azure AI Search, covering document chunking, embeddings and vector indexing for context-aware answers from enterprise documents.
Data Engineering & Automation
Distributed PySpark/Python ETL pipelines ingesting ~70 GB of daily data into Oracle, SQL tuned for sub-second lookups on ~50 TB, and Python automation that removes manual work.
Application Development
Scalable web applications and REST APIs with Django, FastAPI and Flask, deployed with Docker and Kubernetes on AWS and Azure.
Technical Leadership
Leading a team of 8 developers: delivery planning, code governance, pull request reviews, mentoring and technical documentation.
From the notebook
Latest Articles
Notes from building with containers, Python and conversational AI.
Exception Notifier for Jupyter Notebook
Get notified when a long-running notebook cell fails, using a lightweight Jupyter extension.
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Web Chatbot with Rasa API
A walkthrough of a web chatbot that sends messages to a Rasa assistant through its API.
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