Our AI and Data Science Portfolio
Real-World AI, Data Science Projects, metrics and client success stories.
NLP • Sentiment
YouTube Sentiment Analysis
Analyzed 50k+ comments — uncovered sentiment trends and controversy drivers.
EDA • Healthcare
Medical No-Show Prediction
EDA + models to predict patient no-shows — reduced missed appointments significantly.
Explainable AI
Explainable Employee Churn Prediction
Used SHAP and LIME to explain churn drivers — empowered HR with transparent insights.
LLM • RAG
AI Apps with LangChain and Open LLMs
Built document Q&A, chat-with-PDF and multi-agent apps using LangChain + Llama 3 / Mistral.
Graph ML • RecSys
LightGCN Recommender System
Simplified graph convolutional network outperforming traditional methods on e-commerce and movie data.
Computer Vision • Healthcare
Cancer Image Detection (PyTorch)
Deep learning classification model for histopathological images — achieved 89%+ accuracy.
Geospatial • IoT
Water and Soil Moisture Monitoring
Combined satellite + IoT data for real-time predictive agriculture and water resource insights.
Computer Vision • Agriculture
Smart Agriculture Land Classification
Semantic segmentation on satellite imagery — 91% IoU for crop and land use classification.
NLP • Cybersecurity
Advanced Spam and Phishing Detection
Hybrid transformer + rules system with 98.7% accuracy on real-world email data.
EDA • Time Series
Hotel Booking Demand and Cancellation Prediction
Deep EDA + forecasting models optimized pricing and reduced cancellations in hospitality.
Vision • Banking
Visual Data Analysis in Banking
AI-powered visualization engine for financial patterns and fraud detection via image recognition.
ML • Banking
Client Behavior Classification in Banking
ML classifiers for customer segmentation, churn prediction, and personalized services.
