AI Lead
- Winjit Technologies
- 7 - 12 years
- Pune
- 8 months ago
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Job Description
Lead AI Engineer
About the Role:
We are seeking an experienced AI specialist with a strong Computer Science/Engineering background to design, develop, and deploy advanced Generative AI-based solutions. In this role, you will build intelligent AI agents, leverage graph-based RAG techniques, and ensure robust production deployments to solve complex challenges in the Architecture, Engineering, and Construction (AEC) domain.
Key Responsibilities
- Collaborate with stakeholders to align AI initiatives with business goals.
- Lead and mentor a team of ML engineers and data scientists.
- Design, develop, and deploy enterprise-grade RAG systems that deliver accurate, context-aware responses in production environments.
- Incorporate AI agents and graph-based techniques (e.g., GraphRAG) to enable enhanced contextual data retrieval and support complex query relationships.
- Implement robust evaluation frameworks to measure and enhance RAG system effectiveness.
- Create scalable pipelines for document processing, embedding generation, and knowledge base management.
- Build monitoring systems to track performance, detect issues, and ensure RAG system reliability.
- Architect cloud-native solutions that can scale to handle enterprise document volumes and query loads.
- Explore and integrate cutting-edge techniques in Generative AI, including but not limited to model fine-tuning.
Qualifications & Skills
- A strong foundation in Computer Science or Engineering with 5-10 years' experience in NLP, Computer Vision, Deep Learning, Machine Learning, or related field.
- Extensive experience with LLMs and related technologies (e.g., embedding models, vector databases, etc.).
- Proven expertise in developing production-grade RAG systems.
- Knowledge of graph-based RAG techniques (e.g., Graph RAG or alternatives).
- Proficiency in Python and familiarity with Generative AI frameworks such as Hugging Face, Lang Chain, Llama Index, Prompt flow, Auto Gen, etc.
- Hands-on experience with cloud-based AI deployments (Azure preferred).
- Experience in LLM fine-tuning and optimization (e.g., LoRA) is a plus.
- Exposure to multi-modal RAG systems and LLMOps frameworks.
- Familiarity with deep learning architectures (e.g., Transformers, CNNs, GANs) and modern ML frameworks (e.g., PyTorch, Tensorflow, etc.).
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Technical LeadEmployement Type: Full timeContact Details:
Company: Winjit TechnologiesLocation(s): Pune
Keyskills: Generative AI Graph-based RAG AI Agent Development Retrieval-Augmented Generation Large Language Models Multi-modal AI
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