Python GenAI

Python GenAI

Technology->AI-Data science->PYTHON • Good knowledge of Python programming • Understanding of OOPs concepts, data structures, and algorithms • Basic understanding of Machine Learning / AI concepts • Working Knowledge of Agentic AI, usage of Langchain, langgraph, MCP • Familiarity with libraries such as: o NumPy o Pandas o Matplotlib / Seaborn o Scikit-learn • Basic knowledge of SQL and databases • Understanding of REST APIs and JSON • Exposure to Git / GitHub • Knowledge of VS Code / PyCharm Exposure to Deep Learning basics • Familiarity with TensorFlow / PyTorch • Understanding of LLMs / Generative AI / Prompt Engineering • Awareness of Flask / FastAPI • Understanding of model deployment concepts Develop, test, and maintain Python-based applications and scripts. • Support AI/ML model development, training, testing, and deployment activities. • Work on data preprocessing, cleaning, validation, and transformation for AI use cases. • Assist in integrating machine learning models with web applications or backend services. • Participate in debugging, troubleshooting, and performance improvement of applications. • Write clean, reusable, and efficient code following coding standards. • Document technical solutions, workflows, and learnings. • Stay updated with emerging trends in AI, Generative AI, Python frameworks, and automation. • Contribute to proof of concepts (POCs), internal tools, and innovation initiatives.