06 Sep
|
TalentOla
|
Hyderabad
06 Sep
TalentOla
Hyderabad
6+ years of experience in Generative AI, focusing on LLMs, NLP techniques, and financial applications.
Key Responsibilities:
- Generative AI Model Development: Develop advanced Generative AI models leveraging LLMs (e.g., GPT,Claude,Gemini,LLama) to automate and enhance decision-making, report generation, and analysis, specifically within financial contexts.
- GenAI Ops: Implement GenAI Ops (Generative AI Operations) principles, managing the AI lifecycle from data operations and model monitoring to maintenance and optimization. Ensure operational readiness and reliability of AI solutions.
- Human-in-the-Loop (HITL): Establish HITL feedback mechanisms to refine and validate AI-generated outputs. Collaborate with financial domain experts to improve model performance and ensure model accuracy, relevance, and alignment with business objectives.
- Retrieval-Augmented Generation (RAG): Integrate RAG techniques to enhance LLM performance by enabling the retrieval of up-to-date, authoritative information from external knowledge sources.
This is critical for providing accurate and reliable insights, especially in financial applications.
- Deployment & Scalability: Lead the deployment of GenAI models in cloud environments, ensuring scalability, security, and seamless integration with existing financial systems.
Experience:
- Proficiency in GenAI frameworks like LangChain, LlamaIndex, Hugging Face, etc.
- Robust understanding of Generative AI deployment strategies, including pilot programs, technical assessments, and governance planning.
- Expertise in GenAI Ops: managing the lifecycle of Generative AI models, including model deployment, monitoring, versioning, and optimization.
- Hands-on experience in Retrieval-Augmented Generation (RAG) to connect generative models to external data sources for improved performance and accuracy.
- Understanding of financial datasets and use cases, including financial reporting, risk management, and fraud detection.
- Proficiency in Python,
📌 GenerativeAI (Hyderabad)
🏢 TalentOla
📍 Hyderabad