• Develop, test, and implement machine learning models for business and product use cases.

• Build AI-powered applications using Python, machine learning libraries, and relevant AI frameworks.

• Work with Large Language Models (LLMs), prompt engineering, embeddings, and Retrieval-Augmented Generation (RAG).

• Assist in developing AI agents and intelligent workflows using frameworks such as LangChain, LangGraph, LlamaIndex, or equivalent tools.

• Perform data preprocessing, feature engineering, model training, validation, and performance evaluation.

• Integrate AI/ML models into applications using REST APIs and backend services.

• Work with vector databases and document retrieval systems to support LLM-based applications.

• Troubleshoot model performance issues and improve accuracy, reliability, and response times.

• Write clean, reusable, maintainable, and well-documented code.

• Collaborate with senior developers, product managers, and cross-functional teams to deliver AI-driven features.

• Participate in code reviews, testing, debugging, and continuous improvement of AI applications.

• Research emerging AI/ML tools and techniques and contribute to the adoption of relevant technologies.

Requirements

• 2–4 years of hands-on experience in AI/ML development or a closely related field.

• Strong proficiency in Python and familiarity with libraries such as NumPy, Pandas, and Scikit-learn.

• Good understanding of machine learning algorithms, model training, validation, and evaluation techniques.

• Practical exposure to Generative AI, LLMs, prompt engineering, and building AI-powered applications.

• Familiarity with RAG pipelines, embeddings, and vector databases.

• Experience with at least one deep learning framework, such as PyTorch or TensorFlow.

• Familiarity with AI/ML frameworks such as LangChain, LangGraph, LlamaIndex, or equivalent tools.

• Experience developing or integrating REST APIs.

• Working knowledge of Git, software development practices, and debugging techniques.

  • Strong analytical, problem-solving, and communication skills.