Mehul Soni

I am Mehul Soni, passionate about building AI-powered and automation-driven solutions. With hands-on experience in backend development, APIs, and intelligent workflow automation using tools like n8n, LangChain, and Django, I’m eager to contribute to innovative projects that bridge AI and real-world problem-solving.

YouTube Video Summarizer & RAG Chatbot – Built a Streamlit-based AI platform that summarizes multiple YouTube videos using Llama 3.1, and enables an intelligent RAG chatbot powered by Gemini and ChromaDB for conversational Q&A over video transcripts.

GreenGrow – Developed a Django-based plantation management platform featuring face-auth attendance, AI-powered leaf disease detection, location-based plant suggestions, and an interactive “Talk with your tree” chatbot.

PropertyLens – Created an AI-powered location analysis tool that uses crime data scraping and street-view image analysis to assess greenery and building density, helping users evaluate residential areas.

Vehicle Insurance Prediction (MLOps Project) – Designed a fully automated ML pipeline (data ingestion → validation → training → deployment) integrated with MongoDB Atlas, AWS S3, Docker, and GitHub Actions CI/CD, ensuring scalable and reliable model deployment on AWS EC2.

LeadGeneration Automation Workflow – Built an AI-driven n8n workflow automating B2B lead generation using Apify, Gemini, and Google Sheets, performing web scraping, email extraction, and personalized outreach for smarter marketing pipelines.

B.E. in Computer Science and Engineering, LJ University