Rahilshah01
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credit-card-fraud-detection Public
End-to-end fraud detection pipeline using XGBoost and SMOTE. Achieved an AUPRC of 0.85 by optimizing for precision-recall trade-offs in highly imbalanced financial transaction data.
Jupyter Notebook UpdatedMar 5, 2026 -
urban-traffic-vision-yolov8 Public
Real-time traffic analytics engine using YOLOv8. Detects, tracks, and counts vehicles in city footage to identify peak congestion patterns and optimize urban throughput.
Jupyter Notebook UpdatedMar 5, 2026 -
A production-ready machine learning microservice that uses FastAPI and Docker to serve a Random Forest model for predicting customer churn in real-time
docker microservices churn-prediction model-deployment fastapi api-development containerization-with-dockerJupyter Notebook UpdatedMar 5, 2026 -
multimodal-vision-ai-chat Public
A high-performance Multimodal AI Chatbot using Gemini 2.0 Flash to perform visual reasoning, OCR, and object detection. Features robust exponential backoff logic to handle API rate limits and token…
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An autonomous multi-agent system built with CrewAI and Gemini 2.0 Flash to automate financial market research. Features specialized agents for real-time data analysis and technical report writing.
Jupyter Notebook UpdatedMar 4, 2026 -
A specialized RAG (Retrieval-Augmented Generation) system for healthcare. Uses Gemini 2.0 Flash and FAISS vector search to provide grounded, evidence-based answers with zero-hallucination guardrails.
Jupyter Notebook UpdatedMar 4, 2026 -
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diabetes-prediction-ml Public
Completed EDA, model training (78% accuracy), and developed a functional Streamlit interface for real-time predictions.
python machine-learning random-forest scikit-learn classification logistic-regression predictive-analyticsJupyter Notebook UpdatedJan 6, 2026 -
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local-med-ai-analyst Public
Successfully used Llama 3 to analyze Phase 3 clinical trial data for Suzetrigine (2025).
Jupyter Notebook UpdatedDec 27, 2025 -
image-classification-cnn Public
Deep Learning project using a Convolutional Neural Network (CNN) in TensorFlow/Keras to classify objects in the CIFAR-10 dataset with ~70% accuracy
cnn image-recognition convolutional-neural-networks transfer-learning cnn-classification deep-learning-projectJupyter Notebook UpdatedDec 24, 2025 -
movie-recommender-system Public
A content-based movie recommendation engine using NLP, CountVectorizer, and Cosine Similarity. Built with Python and deployed via Streamlit.
python nlp machine-learning recommender-system cosine-similarity vectorization content-based-filteringJupyter Notebook UpdatedDec 24, 2025 -
customer-segmentation-kmeans Public
Unsupervised machine learning project using K-Means Clustering to segment retail customers into behavioral groups based on income and spending patterns.
python data-science machine-learning scikit-learn exploratory-data-analysis unsupervised-learning cluster-analysisJupyter Notebook UpdatedDec 24, 2025 -
A specialized NLP pipeline for classifying financial news sentiment into Bullish, Bearish, and Neutral categories. Implements pre-trained transformers (FinBERT) and lexicon-based models to quantify…
Jupyter Notebook UpdatedDec 23, 2025 -
bitcoin-price-forecasting Public
Financial time-series forecasting of Bitcoin (BTC-USD) using Meta's Prophet library, featuring trend decomposition, seasonality analysis, and 365-day price predictions.
Jupyter Notebook UpdatedDec 23, 2025 -
A historical analysis of the 'Preston Curve' using Python to visualize the evolving relationship between global GDP per capita and life expectancy from 1952 to 2007.
Jupyter Notebook UpdatedDec 22, 2025 -
Customer-Churn-Analysis Public
A data-driven retention study using Python to identify churn drivers in 7,000+ customers, providing actionable strategies to reduce attrition in month-to-month segments.
Jupyter Notebook UpdatedDec 22, 2025 -
depstarit Public
I have made a mobile application which shows information about my college.
Dart UpdatedOct 10, 2025 -