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@GoJo-Rika
GoJo-Rika
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Mit Patel GoJo-Rika

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AI Engineer & Educator | Building production ML systems | MLOps, AWS, Multi-Agent AI | Dublin 🇮🇪

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GoJo-Rika /README.md

Hi there, I'm Mit Patel 👋

Educator turned AI Engineer | Bridging complex AI concepts with production-ready solutions

I'm passionate about building end-to-end machine learning systems that solve real-world problems. With 8 years of experience in education and technology, I specialize in MLOps, cloud engineering, and AI application development.

📍 Dublin, Ireland | 🎓 Assistant Lecturer at Dorset College | 📧 patel.m9521@gmail.com

🌐 Connect & Explore

Feel free to check out my work and thoughts on AI/ML:

Portfolio Blog LinkedIn LeetCode HackerRank

🚀 What I Do

MLOps & Production Systems • Cloud Engineering (AWS) • AI Application Development • Multi-Agent AI Systems

I architect complete ML solutions from research to production, with expertise in automated pipelines, scalable cloud infrastructure, and intelligent AI agents that process multimodal data.

🛠️ Tech Stack

Languages

Python R Java JavaScript Scala

AI & Machine Learning

Scikit-learn Pandas PyTorch TensorFlow HuggingFace LangChain Google Gemini AWS Bedrock Groq Ollama CrewAI Agno

Cloud & MLOps

AWS Docker MLflow GitHub Actions Git DagsHub

Databases

MySQL MongoDB SQLite FAISS LanceDB

Web Development & Tools

FastAPI Flask Streamlit Jupyter Swagger Postman

✨ Featured Projects

Project Description Tech Stack
Network Security MLOps Pipeline Production-ready system detecting malicious URLs with automated CI/CD AWS, Docker, FastAPI, MLflow
Multi-Agent Financial AI Intelligent system automating comprehensive stock analysis Python, Agno, Groq, FastAPI
Video Summarizer AI Multimodal AI agent for video understanding and research Google Gemini, Streamlit, Agno
PyTorch FoodVision End-to-end computer vision system for food classification PyTorch, FastAPI, Flask
AWS SageMaker Pipeline Complete ML pipeline for mobile price classification AWS SageMaker, S3, Scikit-learn

→ View all repositories

📈 GitHub Stats

Top Languages GitHub Stats

🌱 Beyond Code

Currently Reading: Deep Learning by Ian Goodfellow • Hands-On Machine Learning by Aurélien Géron
Interests: Logic Puzzles (Sudoku, Kakuro, Hidato, Nonograms) • Speedcubing (3x3-5x5, Mirror Cube) • Chess • Pattern Recognition Games • Perfecting espresso shots ☕

"At the intersection of education and innovation, every complex problem becomes a teaching moment."

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  1. Network-Security-System-MLOps-Project Network-Security-System-MLOps-Project Public

    An end-to-end MLOps project for classifying malicious URLs, featuring a full CI/CD pipeline with GitHub Actions, Docker, and deployment to AWS EC2.

    Python

  2. PyTorch-FoodVision-Mini PyTorch-FoodVision-Mini Public

    A modular PyTorch project showcasing the journey from research notebook to a structured image classifier, complete with TensorBoard experiment tracking and a live web demo using FastAPI & Flask.

    Jupyter Notebook

  3. Text-Summarizer-Using-HuggingFace-Transformers Text-Summarizer-Using-HuggingFace-Transformers Public

    An end-to-end MLOps project for text summarization using the HuggingFace Pegasus model. Includes a full training pipeline, evaluation, and a FastAPI for deployment.

    Jupyter Notebook 2

  4. Video-Summarizer Video-Summarizer Public

    An intelligent video analysis agent built with agno, Google Gemini, and Streamlit that summarizes video content and answers questions using multimodal AI and supplementary web research.

    Python

  5. Financial-AI-Analyst Financial-AI-Analyst Public

    A multi-agent AI system powered by Groq and Agno that performs comprehensive financial analysis by combining real-time stock data with web-based market research.

    Python 1

  6. AWS-SageMaker-ML-Project AWS-SageMaker-ML-Project Public

    An end-to-end machine learning project demonstrating how to train, deploy, and serve a Scikit-learn classification model on AWS SageMaker for predicting mobile phone prices.

    Jupyter Notebook

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