Piyush Sonawane
Software Engineer and AI enthusiast
Summary
Work
Education
Projects
Writing
Python Security 101: Safeguard Your Code with Bandit
December 1, 2024Medium tutorial introducing Bandit for static security analysis of Python code, including installation, usage, configuration, CI integration, and interpreting results.
Building a Retrieval‑Augmented Generation (RAG) Application with Streamlit, ChromaDB, and OpenAI - Part I
November 1, 2024A step‑by‑step tutorial showing how to build a RAG application using Streamlit for UI, ChromaDB for vector retrieval, and OpenAI for answer generation; covers project structure, chunking strategy, embedding, and querying.
Deep Learning Based Cotton Leaf Disease Detection
January 1, 2022Conference paper presenting experiments using CNN, InceptionV3, and ResNet152V2 to classify cotton leaf disease; reports high accuracy across models and contributes to agricultural disease detection research.
Hobbies
Working with real‑world data to build dashboards and analytics (Excel, Power BI, Python, SQL). codebasics
Technical writing and publishing tutorials on AI and software engineering topics. medium
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