I create projects utilizing automated machine learning, deep learning, natural language processing with Python, federated learning, and general machine learning

Need accurate, expertly designed AI models without the complexity of deployment? I provide meticulously documented, clean implementations for Machine Learning, NLP, predictive analytics, and generative AI, focusing entirely on algorithmic quality.

Services Provided:

• NLP: Specialized BERT/RAG chatbots, sentiment analysis(using tools like Hugging Face), and multilingual text processing tailored to specific needs
• ML Systems: Automated ML, highly accurate models (using tools like Scikit-learn/XGBoost) for classification, regression, and time-series forecasting (using methods like ARIMA, Prophet, LSTM)
• Deep Learning: Federated Learning, NN/RNN pipelines, transformers (like GPT, BERT), and GANs optimized for peak performance
• Generative AI: Large Language Model fine-tuning, constrained text generation, and knowledge-enhanced models trained on provided data

Key Differentiators:

• Transparency: Detailed explanations of model architecture
• High-Quality Code: Modular, documented Python implementations (using PyTorch/TensorFlow)
• Rigorous Testing: Comprehensive k-fold validation, bias assessment, and baseline comparisons
• Full Ownership: All models and intellectual property belong exclusively to you

Ideal For:

• Researchers requiring production-ready code
• Startups aiming for efficient AI MVP development
• Teams needing expert model evaluation and audits