Bangalore, Karnataka, India
Information Technology
Full-Time
Curl.tech
Overview
The Role: Looking for a Senior Data Scientist with a solid foundation in Deep Learning and Traditional Machine Learning To Deliver high-impact solutions that align with our AI product strategy. This position is perfect for someone who thrives in a fast-paced, innovative environment and is focused on executing sophisticated AI/ML projects from conception to deployment.
Responsibilities
Responsibilities
- Develop advanced NLP models and algorithms for entity extraction and document processing.
- Fine-tune and optimize LLMs and Generative AI models.
- Build and deploy solutions using Retrieval-Augmented Generation (RAG), Langchain, Langgraph, and LLM Agents to improve model responses and data retrieval processes.
- Ensure efficient serving, maintenance, and optimization of models.
- Work with Vector Databases (e. g., Milvus, Chroma, Pinecone, etc. ) for scalable AI solutions.
- Provide mentorship and technical guidance to team members.
- Strong understanding of Data Science fundamentals and best practices.
- Proven expertise in Python, including development of scalable ML pipelines.
- Proven experience in NLP and transformers, and Generative AI.
- Hands-on experience with LLMs, their fine-tuning, and frameworks such as Langchain, Langgraph, and LLM Agents.
- Expertise in model serving and optimization.
- Proficiency in Python and extensive experience with Deep Learning frameworks (e. g., PyTorch, TensorFlow).
- Experience with cloud services (AWS, GCP, Azure).
- Familiarity with ML platforms (ex., Azure-ML, Amazon SageMaker, etc. ) for deploying and managing LLM-based applications.
- Knowledge of MLOps practices and scalable AI/ML architecture.
- Experience with document AI and large-scale data processing.
- Bachelor's or Master's degree in Computer Science, Data Science, or related fields.
- 6+years of experience with a strong portfolio in Deep Learning and Traditional Machine Learning.
- Proficiency in Python and extensive experience with Deep Learning frameworks (e. g., PyTorch, TensorFlow).
- Track Record of developing and deploying impactful AI models, with specific expertise in Document AI.
- Exceptional problem-solving skills and the ability to work with complex data sets to drive actionable insights.
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