Responsibilities:
- Design, train, fine-tune, and evaluate Generative AI models (LLMs, multimodal models) for enterprise use cases.
- Develop and optimize prompt engineering, RAG pipelines, agents, and fine-tuning workflows.
- Design, develop, and optimize a multi‐agent agentic framework that enables autonomous, domain‐aware collaboration across specialized agents.
- Work with open-source and commercial LLMs (Open AI, Anthropic, LLa MA, Mistral, etc.).
- Implement guardrails, safety mechanisms, and hallucination mitigation techniques.
- Partner with business, consulting, and product teams to identify, evaluate, and prioritize Gen AI use cases.
- Translate business problems into transparent Gen AI solution architectures and success metrics.
- Create solution blueprints, prototypes, and POCs to demonstrate business value.
- Design and manage data pipelines for AI training, fine-tuning, and inference.
- Build scalable, secure, and cost-efficient Gen AI systems for production environments.
- Collaborate with engineering teams on deployment, monitoring, and retraining strategies.




- Monitor model performance, latency, cost, and drift in production.
- Ensure responsible, ethical, and compliant use of Generative AI.
- Implement explainability, auditability, and traceability mechanisms where required.
- Address data privacy, IP protection, and regulatory constraints (e.g., GDPR).
- Define and enforce AI best practices, standards, and usage guidelines.
Good to have:
- Prior 5–9 years of experience in data science, ML engineering, or AI development, with 2+ years focused on Generative AI.
- Strong hands-on experience with LLMs, transformers, embeddings, and vector databases.
- Proficiency in Python and Gen AI frameworks (Lang Chain, Llama Index, Haystack, Hugging Face).
- Experience with fine-tuning techniques (Lo RA, PEFT, instruction tuning).
- Experience designing multi‐agent systems, including orchestration, coordination, and distributed reasoning.
- Familiarity with MLOps tools

📌 Senior Ai Engineer (Pune)
🏢 PeopleGene
📍 Pune