Technical Skills

LLMs & GenAI

Prompt Engineering Retrieval-Augmented Generation (RAG) Fine-Tuning & Adaptation LangChain LlamaIndex AI Agents & Tool-Oriented Workflows Model Evaluation & Benchmarking Stable Diffusion

NLP

Transformers (HuggingFace) spaCy NLTK Word Embeddings / Vectorization Sentence-BERT / Semantic Similarity Sentiment Analysis & Topic Modeling Text Clustering Gensim

ML & Deep Learning

Scikit-learn PyTorch TensorFlow XGBoost Random Forest MLP Neural Networks Transformers Gradient Boosting CNN / RNN / LSTM PCA Ensemble Methods (Bagging, Boosting)

Data & MLOps

AWS (S3, EC2, Lambda) Databricks SQL Vector Search (FAISS, Chroma) MLflow Hyperparameter Tuning Experiment Tracking Docker Kubernetes

Analytics & Visualization

Tableau Mermaid Diagrams PowerBI Microsoft Suite Pandas NumPy Plotly Matplotlib Seaborn Plotly Dash HTML/CSS Jupyter Notebook

Programming

Python R PySpark SQL Git PyTorch TensorFlow Keras Spark MLflow