Skip to content
View Ritviks21's full-sized avatar
:shipit:
Just tryings new things
:shipit:
Just tryings new things

Highlights

  • Pro

Block or report Ritviks21

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
Ritviks21/README.md

Ritvik Singh Header

Twitter Hugging Face LinkedIn

Open to Internships


๐Ÿ‘จโ€๐Ÿ’ป 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 pipelineโ€”from engineering hyper-realistic synthetic datasets for YOLOv8 vision models to deploying interactive full-stack AI interfaces backed by explainable metrics (SHAP).

๐ŸŽฏ Always experimenting with custom computer vision workflows and autonomous agent logic. Let's build something cool.

๐Ÿ“ฌ Reach me at: [email protected]


Coding Dragon


๐Ÿš€ My Projects

๐Ÿ›ก๏ธ 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 โ€ข View Live Deployment โ†’
Silicon Sentinel Banner

๐Ÿ”๏ธ 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 โ€ข View Live Deployment โ†’
The Sahyadri Strategist Banner

๐ŸŒพ Farm Friend

An end-to-end predictive ML system for agriculture optimization. Achieved an Rยฒ 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 โ€ข View Live Deployment โ†’
Farm Friend Project Banner

๐Ÿ› ๏ธ Tech Stack & Systems Architecture

๐Ÿค– Artificial Intelligence & LLMs

Gemini
YOLOv8
SHAP XAI
โš›๏ธ Quantum Foundations

Qiskit
PyTorch
๐Ÿ“Š Core Machine Learning

Scikit-Learn
OpenCV
Python
๐ŸŒ Deployment & Interaction

Gradio
Streamlit
Hugging Face

๐Ÿ My GitHub Contribution Snake


๐Ÿ“Š My GitHub Stats & Trophies

GitHub Stats
Top Languages

GitHub Trophies


Random Dev Quote


Profile Views

Pinned Loading

  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 bโ€ฆ

    Jupyter Notebook 2