Atharv Dorle

Credit Score Explainer

An interactive Streamlit app that predicts loan default risk from financial inputs using a Random Forest classifier, with real-time probability breakdowns.

Python Streamlit Random Forest Scikit-learn

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Quantum Odyssey

An interactive, premium visual quantum simulator and sandbox built purely with HTML, Vanilla CSS, and ES6 JavaScript. Master quantum computing concepts visually through drag-and-drop circuit design, real-time state analysis, and built-in interactive sandbox challenges.

HTML CSS JavaScript Quantum Computing Simulator

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ModelPulse

A lightweight ML observability tool that detects data drift between a model's training-time (baseline) data and its live production data.

Python ML Observability Data Drift Detection

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Federated CV QC

Privacy-preserving industrial defect detection using Federated Learning, YOLOv8, and Differential Privacy — raw images never leave the factory.

Federated Learning YOLOv8 Differential Privacy Computer Vision

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N8N Faceless YouTube Automation

A fully automated pipeline that researches a topic, writes a script, generates images, creates a voiceover, assembles a video, and uploads it directly to YouTube Shorts — built entirely with free and open-source tools.

n8n Automation Docker YouTube

Code → Channel ↗

Federated Learning Framework

Federated learning (FedAvg) from scratch in PyTorch — 10 simulated clients, CIFAR-10, with a real accuracy/privacy tradeoff measured via Differential Privacy.

PyTorch Federated Learning Differential Privacy CIFAR-10

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N8N Image Generation Workflow

An automated, multi-step AI workflow built in n8n that researches a topic, writes a social media post, generates a matching image, and delivers the finished result — all from a single trigger, with a human-in-the-loop review step before anything is published.

n8n Automation AI Agents

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ScholarBot

A RAG-powered Q & A app over academic PDF papers ingests uploaded PDFs, chunks and embeds them with HuggingFace embeddings into a Chroma vector store, and answers questions through a Streamlit interface.

Python LangChain RAG Streamlit

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Saathi Score

A privacy-first alternative credit scoring platform for India's unbanked — street vendors, gig workers, and small farmers with no CIBIL history. Scores people on the financial life they actually live, letting multiple lenders train one shared model via federated learning without any raw customer data leaving their systems.

Federated Learning FinTech Credit Scoring JavaScript

Code → Live ↗

Semantic Guard

A benchmark for detecting LLM hallucinations — combines NLI-based semantic signals with an LLM-as-judge (from a different model family than the one being evaluated, to avoid self-preference bias) to separate truthful answers from hallucinated ones.

Python LLM Evaluation Hallucination Detection NLI

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Adaptive FL Paper

A novel federated learning framework that integrates per-client ADWIN-based concept drift detection with dynamic client weighting during aggregation.

Federated Learning Concept Drift ADWIN Python

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FedMed Adaptive DP

FedMed is a federated learning framework for medical tabular data that introduces sensitivity-aware adaptive differential privacy.

Federated Learning Differential Privacy Healthcare Python

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Stock Market Pipeline

A production-grade real-time streaming pipeline that fetches live stock prices, streams them through Apache Kafka, stores them in PostgreSQL, and visualizes them on a Streamlit dashboard — fully containerized with Docker.

Apache Kafka PostgreSQL Streamlit Docker

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News ETL Pipeline

A production-grade ETL pipeline that fetches live news, performs sentiment analysis, stores data in MySQL, and visualizes it on a Streamlit dashboard — fully containerized with Docker and automated with GitHub Actions.

ETL Sentiment Analysis MySQL GitHub Actions

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QAOA vs VQE Max-Cut Benchmark

Benchmarking QAOA against VQE on the Max-Cut problem using Qiskit and PennyLane.

Qiskit PennyLane Quantum Computing QAOA

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Loan Default Predictor

A machine learning project predicting whether a loan applicant will default, using real-world style financial features and comparing Logistic Regression against Random Forest models.

Python Scikit-learn Logistic Regression Random Forest

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