06 Aug
|
Gadgeon Smart Systems
|
Kochi
06 Aug
Gadgeon Smart Systems
Kochi
The Applied AI Scientist will lead the design, tuning, and evaluation of GenAI solutions. This role focuses on creating high-quality, business-relevant AI models, including RAG pipelines, LLM integrations, and prompt optimization strategies. Key Duties/ Responsibilities - Design, fine-tune, and evaluate large language model (LLM) pipelines for internal tools and customer-facing use cases.
- Lead prompt engineering experiments to improve output quality and reduce hallucination.
- Establish model evaluation frameworks using tools like Promptfoo, Trulens, LangSmith.
- Collaborate with Enablement and Systems Engineers to integrate AI models into reusable components.
- Contribute to innovation showcases and internal learning sessions.
- Design, develop, and evaluate traditional ML models (e.g., classification, regression, clustering) for use cases such as resume matching, anomaly detection, or recommendation systems.
- Perform feature engineering, preprocessing, and model training on structured datasets using tools like scikit-learn, XGBoost, or TensorFlow.
- Collaborate with data and engineering teams to operationalize ML models via APIs or batch workflows.
Leadership Skills
- Solid analytical thinking with the ability to guide AI solution design.
- Able to mentor engineers on GenAI concepts and best practices.
- Collaboration across engineering and innovation teams.
Required Technical Skills
- Proficiency with HuggingFace Transformers, LangChain, LlamaIndex, RAG architectures.
- Experience with Python, PyTorch, OpenAI API, and model evaluation tools.
- Familiarity with vector databases (e.g., FAISS, Weaviate, Pinecone or equivalent vector store).
- Prompt evaluation using LangSmith, Promptfoo, or similar frameworks.
Qualification
- Bachelor s or Master s degree in Computer Science, AI/ML, or related field.
- Minimum 6 years of industry experience with at least 2 years hands-on with GenAI applications in a production or product-context environment.
Experience - 6 + Years
📌 APPLIED AI SCIENTIST (Kochi)
🏢 Gadgeon Smart Systems
📍 Kochi