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:shipit:
Just tryings new things
:shipit:
Just tryings new things

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Ritviks21/README.md

Ritvik Singh Header

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Open to Internships


πŸ‘¨β€πŸ’» About Me

Hi, I'm Ritvik! I'm an AI & Machine Learning Engineer who loves translating complex algorithms into real-world applications.

Instead of just training models in a sandbox, I focus on the entire pipelineβ€”from engineering hyper-realistic synthetic datasets for YOLOv8 vision models to deploying interactive full-stack AI interfaces backed by explainable metrics (SHAP).

🎯 Always experimenting with custom computer vision workflows and autonomous agent logic. Let's build something cool.

πŸ“¬ Reach me at: ritvikrajs99@gmail.com


Coding Dragon


πŸš€ My Projects

πŸ›‘οΈ Silicon Sentinel

An end-to-end AI system to detect microscopic defects on semiconductor wafers. This project showcases a full development cycle, from creating a hyper-realistic synthetic dataset to deploying a robust YOLOv8 model.

Python PyTorch YOLOv8 Streamlit

View Repository β€’ View Live Deployment β†’
Silicon Sentinel Banner

πŸ”οΈ The Sahyadri Strategist

A strategic forecasting tool using a hybrid Quantum-AI architecture to simulate the impact of complex crises on Maharashtra's agriculture. It leverages Qiskit for simulation and Google Gemini for AI-driven strategic analysis.

Python Qiskit Gemini Streamlit

View Repository β€’ View Live Deployment β†’
The Sahyadri Strategist Banner

🌾 Farm Friend

An end-to-end predictive ML system for agriculture optimization. Achieved an RΒ² score of 0.9558, utilizing SHAP (Shapley Additive exPlanations) for model transparency, integrated with a multilingual LLM advisory agent for real-time farmer support.

Python Scikit-Learn Hugging Face Streamlit

View Repository β€’ View Live Deployment β†’
Farm Friend Project Banner

πŸ› οΈ Tech Stack & Systems Architecture

πŸ€– Artificial Intelligence & LLMs

Gemini
YOLOv8
SHAP XAI
βš›οΈ Quantum Foundations

Qiskit
PyTorch
πŸ“Š Core Machine Learning

Scikit-Learn
OpenCV
Python
🌐 Deployment & Interaction

Gradio
Streamlit
Hugging Face

🐍 My GitHub Contribution Snake


πŸ“Š My GitHub Stats & Trophies

GitHub Stats
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  1. project-chakravyuha project-chakravyuha Public

    "Hybrid Quantum-AI strategic forecasting architecture for agriculture crisis simulation in Maharashtra. Powered by Qiskit and Google Gemini."

    Jupyter Notebook 1

  2. Project-Krishi-Q Project-Krishi-Q Public

    An AGI-powered strategic forecaster fusing a Qiskit quantum simulation engine with Google Gemini to model cascading ripple effects and policy recommendations for regional agricultural crises.

    Jupyter Notebook 1

  3. Silicon-Sentinel Silicon-Sentinel Public

    AI-Powered Defect Detection on Semiconductor Wafers for the Intel AI Global Impact Festival.

    Jupyter Notebook 1 1

  4. F2-Farm-Friend- F2-Farm-Friend- Public

    An end-to-end Explainable AI (XAI) platform for Indian agriculture. Uses a Random Forest Regressor (R^2 = 0.9558) to deliver crop yield predictions, MSP-based revenue forecasting, and global SHAP b…

    Jupyter Notebook 2