ML / GEN AI Engineer - Intern

Responsibilities

• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
• Design, implement, and optimize machine learning algorithms and models to address specific business challenges and requirements.
• Train, fine-tune, and evaluate machine learning models using state-of-the-art techniques.
• Implement best practices for model validation and performance monitoring.
• Contribute to the development of solutions based on generative AI models, exploring novel approaches to create realistic and innovative outputs.
• Perform statistical analysis and fine-tuning using test results.
• Implement Open Source Large Language Models like Mistral, Llama3 etc., for various Gen AI use cases in production.
• Ability to continuously experiment and learn to stay up to date with the rapidly evolving Gen AI ecosystem.
• Training models and tuning their hyperparameters.
• Analyzing the errors of the model and designing strategies to overcome them.
  

Requirements

• Technologies / Skills: Python / Java, Gen AI - LLMs, RAG Architecture, ML Framework and Libraries, data modeling & ML model building, AWS SageMaker, Amazon Bedrock.
• Education level: Bachelor's degree (B. E. / B. Tech) in Computer Science or equivalent from a reputed institute.
• 1-2 years of proven experience as a Machine Learning Engineer or similar role.
• Ability to write robust code in Python, Java.
• Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn, pandas, Numpy, SciPy), OpenCV.
• Understanding of data structures, data modeling, and software architecture.
• Knowledge of generative AI techniques and applications like LLMs, RAG architectures.
• Experience with AWS cloud platforms for model deployment is a plus.
• Knowledge of AWS AI/ML services like SageMaker, Bedrock, etc., is preferred.
• Good knowledge of AI and ML best practices for model building, automation, and iterative learning.
• Strong analytical and problem-solving skills.
• Excellent communication skills.