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Mai3Prabhu/README.md

🌻 Sunflower-Powered AI Engineer

Maitri Prabhu | Final Year Undergrad | 🤖 AI Engineer in Progress | 🐍 Python Whisperer
"Wandering through bugs & queries... but hey, that's how discoveries are made!"

🌱 Like sunflowers chasing sunlight, I'm usually chasing interesting problems.

Status: Online ☕

Current Quest: Building AI systems that are smarter than my previous code

Side Quest: Convincing bugs that they are actually features 🌻

🌸 About Me

  • 🪐 Currently wandering through the ever-expanding universe of Artificial Intelligence

  • 🌱 Started with Machine Learning and somehow wandered into Deep Learning, LLMs, RAG, AI Agents, and Agentic AI

  • ☕ Python is still my daily caffeine (with a strong shot of Data Structures & Algorithms)

  • 🛠️ Built cool things with Flask (Python's way of saying "I can be a framework too!")

  • 🔍 Queries in life? I solve them with MySQL (well... at least the database ones 😅)

  • 📚 Libraries I hang out with: Pandas, NumPy, Scikit-Learn (the rest of the library is still TBR 📖)

  • 💻 My best friends: VS Code & Google Colab (they never ghost me ❤️)

  • 🏗️ Exploring how intelligent systems can retrieve, reason, and take actions

  • 💡 Passionate about: Problem-Solving, AI Engineering, Agentic Systems, and Building Things That Didn't Exist Yesterday

🌱 Growth Timeline

🌻 Seed Stage

🐍 Python • 🗄️ SQL • ⚡ Data Structures & Algorithms

🌿 Growing Stage

📊 Data Analysis • 🤖 Machine Learning • 🌐 Flask Development

🌼 Blooming Stage

🧠 Deep Learning • NLP • LLM Fundamentals

🌻 Sunflower Stage (Current)

📚 RAG • 🤖 AI Agents • 🕸️ Agentic AI • 🔗 MCP

📊 Current Mental State

AI Knowledge ████████░░ 80%

Confidence Before Deployment ██████████ 100%

Confidence After Deployment ██░░░░░░░░ 20%

Curiosity ██████████ 100%

🛠️ Tech Toolbox

🚧 Things Keeping Me Awake

🤖 AI Agents

Teaching software how to reason, retrieve, and occasionally make good decisions.

📚 RAG Systems

Because asking an LLM to remember everything is a terrible business strategy.

🕸️ Agentic AI

Exploring how AI can move from answering questions to actually taking actions.

🔗 MCP (Model Context Protocol)

Learning how AI systems communicate with tools, data, and external systems.

🚀 Projects

📌 Insightify

Flask-based web application designed to simplify the initial stages of data science workflows.

Features

  • 📊 Exploratory Data Analysis (EDA)
  • ⚙️ Feature Engineering
  • 🤖 Machine Learning Model Training

🌐 Connect with Me

🌻 Sunflower Philosophy

A sunflower doesn't compete with the flower next to it.

It simply keeps growing toward the light.

That's pretty much my approach to learning AI too.

"Code is 90% figuring out why it doesn't work and 10% breaking it later."

Pinned Loading

  1. open-source-contribution open-source-contribution Public

    Forked from hiteshchoudhary/open-source-contribution

    A repo to contribute in open source via README only. A dream repo for open source beginner

    Assembly

  2. Insightify Insightify Public

    Insightify is a Flask-based web application designed to simplify the initial stages of data science workflows: Exploratory Data Analysis (EDA), Feature Engineering, and basic Machine Learning model…

    HTML 1

  3. Support-Vector-Regression Support-Vector-Regression Public

    This project applies Support Vector Regression (SVR) to predict restaurant total bills using features from the Tips dataset. It includes data preprocessing, model training, and hyperparameter tunin…

    Jupyter Notebook

  4. FlameCast FlameCast Public

    FlameCast is a Flask web application that solves the problem of predicting the Fire Weather Index (FWI) for wildfire risk assessment using a machine learning model. It features a user-friendly inte…

    Jupyter Notebook

  5. Spacebot Spacebot Public

    The project is an interactive chatbot called SpaceBot, built with Streamlit, that answers user questions about space and astronomy using Google's Gemini AI and displays relevant images from the NAS…

    Python

  6. maitri-portfolio maitri-portfolio Public

    Full-stack portfolio built with Flask and Tailwind CSS that showcases my specialization in Python development. Features two major projects, alongside my personal code, poetry, and visual art.

    CSS 1