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2 Days ago
BigStep Technologies - Artificial Intelligence/Machine Learning Engineer - LLM Models
Mumbai, Maharashtra, India
Information Technology
Full-Time
BigStep Technologies
Overview
Responsibilities
- Research, design, develop, and test Python code.
- Collaborate with the Product and Data Science teams to define core AI/ML platform features.
- Understand business requirements, functional specifications, and research pre-trained models that work on real-world applications.
- Develop well-developed analytical and investigative skills.
- Maintain a strong desire to explore new technologies and knowledge at the architecture level.
- Design, develop, and deploy AI/ML models with a focus on Large Language Models (LLMs).
- Utilize NLP techniques, LangChain, LangFlow, and LLMs to develop conversational chatbots and language models.
- Have good knowledge of deploying LLM models in cloud environments (e.g , AWS, Azure, GCP) and on-premises infrastructure.
- Demonstrate proven ability to optimize LLM models for inference speed, memory efficiency, and resource utilization.
- Expertise in training Large Language Models (LLMs) and implementing workflows based on Pretraining, Fine-tuning LLMs & Retrieval-Augmented Generation (RAG).
- Fine-tune and optimize pre-trained LLMs for specific use cases and domain-specific tasks.
- Develop APIs, pipelines, and frameworks for seamless integration of LLMs into applications.
- Conduct performance evaluations of models and refine them for accuracy, latency, and scalability.
- Preprocess, clean, and analyze large datasets to train and fine-tune models.
- Bachelor's or Master's degree in Computer Science or related field.
- This is an exciting opportunity for an experienced AI/ML developer to join our team at Bigstep Technologies and contribute to the development of innovative AI solutions
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