💼 What We Offer

💻 Service & 📘 Brief Description
🐍 Python Programming
End-to-end coding in Python for data analysis, automation, ML pipelines, and AI-based applications.
📊 Predictive Modeling
Supervised & unsupervised ML using XGBoost, Random Forest, SVM, KNN, etc., tailored to your data and research.
🎯 Deep Learning & RNNs
Recurrent Neural Networks (RNN), LSTM, CNN-based models for time-series, image recognition, or sequence prediction tasks.
🧠 LDA & Text Mining
Topic modeling with Latent Dirichlet Allocation, sentiment analysis, NLP, and document clustering using Python or R.
📈 Explainable AI (SHAP Values)
SHAP for feature importance and model transparency—ideal for thesis, academic, or client presentations.
📘 Model Evaluation Reports
We deliver professional interpretation including accuracy, AUC-ROC, confusion matrix, and explainability reports.
📚 End-to-End Project Help
From idea to execution—dataset creation, preprocessing, modeling, result analysis, documentation, and revisions.