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Guna-Venkat/README.md

👋 Hi there, I'm Guna Venkat Doddi

🎓 M.Tech Student @ IIT Kanpur | 🌱 AI & Robotics Enthusiast
🔬 Passionate about building AI-based solutions across Robotics, IoT, Computer Vision, NLP, Finance, and Agro-AI

🚀 Tech Stack & Tools

Languages & Frameworks:
Python SQL TensorFlow Scikit-learn Git LLMOps ML Deep Learning GANs

Core CS:
🧠 DSA | 🖥️ OS | 🗄️ DBMS

Dev & Misc Tools:
Salesforce Jenkins Bitbucket Google Workspace

🌟 Featured Projects (more on the way Soon)

🧠 Eye Disease Classification using Deep Learning

Repo Kaggle Dataset Paper

🩺 A CNN-based diagnostic system using ResNet50 & VGG16 to classify retinal images into: Normal, Cataract, Glaucoma, and Diabetic Retinopathy
🎯 Achieved 92% accuracy on a 480p image dataset using transfer learning and augmentation
📲 Future scope: Deploying as a mobile app for real-time screening

💸 Financial Forecasting of Spotify’s Revenue & Expenses

Repo

📈 Forecasted Spotify’s quarterly financials using:

  • 🧠 ARIMA and Facebook Prophet models
  • 📊 Seasonal trend decomposition & multistep time series prediction
    📉 Predicted revenue and expense growth to support strategic planning

📊 Forecast Preview
Spotify Forecast Plot

🚧 Working on exciting AI projects in Agro-AI, Finance AI, and Computer Vision
🔜 Stay tuned for updates on crop prediction, pest detection, and financial insights powered by machine learning.

📫 Connect With Me

LinkedIn Kaggle

🎓 Certifications

  • 🏅 Salesforce AI Associate
  • ☁️ Google Cloud Digital Leader

💼 Badges

Open to Work Currently Learning Ask Me About

✨ Fun Facts About Me

  • 🧘‍♂️ Love anime (esp. Goku’s SSJ3 training 🔥)
  • 🎨 I sketch, paint, and express through art
  • 🌿 I follow spiritual routines and go on nature walks
  • 💪 Gym is my therapy and energy boost

📈 GitHub Stats

👁️‍🗨️ Visitor Count

Visitor Badge

"Striving to blend AI with purpose — from farms to financial systems."
🐉 Training like Goku. Thinking like Tesla. 🤖

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  1. EyeDiseaseClassification EyeDiseaseClassification Public

    This project helps to identify the type of eye disease that patient suffers from, given his retinal image as input to CNN model

    Jupyter Notebook

  2. Financial-Forecasting-of-Spotify-s-Revenue-Expenses Financial-Forecasting-of-Spotify-s-Revenue-Expenses Public

    Forecasting Spotify’s Financial Health: Time Series Modeling of Revenue & Expense Trends

    Jupyter Notebook

  3. Hackathon-ai-300422 Hackathon-ai-300422 Public

    Jupyter Notebook

  4. Technolabs_internship Technolabs_internship Public

    Intenship at Technolabs

    Jupyter Notebook

  5. Wav2Lip Wav2Lip Public

    Forked from Rudrabha/Wav2Lip

    This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020.

    Python