Python (NumPy, Pandas, Scikit-learn)
TensorFlow or PyTorch
Machine Learning (supervised/unsupervised methods)
Deep Learning architectures (CNN, RNN, Transformers)
Natural Language Processing (NLP) and LLMs
API development & integration (REST, FastAPI, Flask)
Data pipelines (ETL, feature engineering, preprocessing)
Experience building and deploying end-to-end ML solutions.
Ability to write clean, maintainable, modular, and well-documented code.
AI / Model Development Expertise