Technical Skills

Core Data Science

Statistical Analysis

Exploratory Data Analysis (EDA)

Data Preprocessing

Feature Engineering

Machine Learning & Deep Learning

ML Algorithms (Regression, Classification, Clustering)

Deep Learning Algorithms (CNN, RNN, Transformers)

Hyperparameter Tuning

Model Evaluation & Validation

Natural Language Processing (NLP)

NLP Techniques (Tokenization, Embeddings, Topic Modeling)

Transformers (BERT, GPT, T5)

Retrieval Augmented Generation (RAG)

Prompt Engineering

Large Language Models (LLMs)

LLM Architectures & Concepts

Fine-Tuning LLMs

LLM Deployment & Scaling

Ethical AI & LLM Safety

Tools & Technologies

Python

TensorFlow & Keras

PyTorch

Scikit-learn

Pandas & NumPy

Langchain

Streamlit

Git & GitHub

Docker

SQL