Company Website
ML Engineer
Job Location
Ahmedabad, India
Experience (in Years)
2 - 3
Job Type
-
Job Openings
ML Engineer
Job Description
Develop Deep Learning models, focusing on NLP, Large Language Models (LLMs), and Generative AI.
Collaborate with Other Team Members to optimize model performance using MLOps frameworks.
Experiment with architectures, hyperparameters, and training techniques to achieve state-of-the-art results.
Prepare and pre-process datasets, including managing vector stores for efficient data retrieval.
Train and fine-tune models, implementing RAGs (Retrieval-Augmented Generation) to enhance content relevance and accuracy.
Deploy scalable, robust models to production environments.
Translate business requirements into technical solutions by working with cross-functional teams.
Continuously research and adopt advancements in Deep Learning, NLP, and LLMs.
Maintain comprehensive documentation of models, code, and workflows.
Participate in code reviews and provide constructive feedback to ensure code quality.
Research and implement advanced ML techniques to improve model accuracy and efficiency.
Communicate technical concepts and project updates effectively to both technical and non-technical stakeholders.
Experience with web development frameworks such as Flask, Django, or Fast API. (2) Exposure to containerization tools like Docker or orchestration tools like Kubernetes.
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