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Kushagra-Kapoor-04/README.md

Hi, I'm Kushagra

I'm an AI/ML engineer from India, building end-to-end intelligent systems — from RAG pipelines and LLM assistants to deployed ML APIs and Streamlit dashboards.

Currently going deep in GenAI, Agentic AI, and production ML. Fascinated by how AI makes game bosses unpredictable (Sekiro-level obsession).

What I'm Building

Project Stack Status
Advance RAG Chatbot LangChain · FAISS · OpenAI ✅ Live
Qwen3 RAG Assistant Qwen3 · Ollama · Streamlit ✅ Live
ATS Resume Analyzer Python · NLP · FastAPI ✅ Live
Customer Segmentation Dashboard K-Means · RFM · Streamlit Cloud ✅ Live
Credit Card Fraud Detector XGBoost · SHAP · imbalanced-learn ✅ Built
Neural Network from Scratch NumPy only · MNIST · 97.97% acc ✅ Built
Plant Disease Detector ResNet18 · PyTorch · FastAPI ✅ Built
Stock Price Forecaster LSTM · PyTorch · live NSE data · 0.93% MAPE ✅ Built
Email Spam Classifier Naive Bayes · LR · Flask API ✅ Built
House Price Predictor Linear Regression · NumPy · from scratch ✅ Built
Anomaly Detection System Autoencoder · PyTorch · Streamlit 🔄 In Progress

Tech Stack

ML/AI — PyTorch · TensorFlow · Scikit-learn · HuggingFace · LangChain · FAISS Data — Pandas · NumPy · Plotly · Matplotlib Deployment — FastAPI · Flask · Streamlit · Docker Tools — Git · MySQL · MLflow · W&B

Connect

LinkedIn Email

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  1. advance-rag-chatbot advance-rag-chatbot Public

    Python

  2. ats-resume-analyzer ats-resume-analyzer Public

    Python

  3. Qwen3-RAG-Assistant Qwen3-RAG-Assistant Public

    Qwen3-Grounded-RAG is a production-grade Retrieval-Augmented Generation system using Qwen3 and FAISS, designed to deliver strictly grounded, hallucination-free answers from custom document knowledg…

    Python

  4. credit-card-fraud-detector credit-card-fraud-detector Public

    Credit Card Fraud Detector uses machine learning to identify suspicious transactions in real time. Trained on imbalanced financial data, it applies classification models, feature engineering, and a…

    Python

  5. Customer-Segmentation-Dashboard Customer-Segmentation-Dashboard Public

    Interactive Streamlit dashboard for e-commerce customer segmentation using RFM analysis, K-Means clustering, and PCA visualization. Transforms raw transaction data into actionable customer segments…

    Python

  6. Neural-Network-from-scratch Neural-Network-from-scratch Public

    A 2-layer neural network for MNIST built entirely with NumPy, implementing forward pass, ReLU/Softmax activations, cross-entropy loss, and full backpropagation from scratch. Demonstrates gradient d…

    Python