Built and trained ML models using Python, Scikit-Learn, TensorFlow, or PyTorch for classification, prediction, and NLP tasks.  Fine-tuned transformer models/LLMs for specific use cases like chatbots, summarization, and text generation.  Conducted feature engineering, model evaluation, cross-validation, and hyperparameter tuning.  Cleaned, transformed, and prepared datasets for AI/ML workflows.  Automated data preprocessing pipelines and ensured high-quality, consistent input data.  Developed REST APIs to serve ML models using Flask/FastAPI.  Integrated AI solutions into applications and improved prediction latency and accuracy.  Worked with JSON, microservices, Git, and version-controlled AI projects.…Built and trained ML models using Python, Scikit-Learn, TensorFlow, or PyTorch for classification, prediction, and NLP tasks.  Fine-tuned transformer models/LLMs for specific use cases like chatbots, summarization, and text generation.  Conducted feature engineering, model evaluation, cross-validation, and hyperparameter tuning.  Cleaned, transformed, and prepared datasets for AI/ML workflows.  Automated data preprocessing pipelines and ensured high-quality, consistent input data.  Developed REST APIs to serve ML models using Flask/FastAPI.  Integrated AI solutions into applications and improved prediction latency and accuracy.  Worked with JSON, microservices, Git, and version-controlled AI projects.WWWW…