Role & responsibilities

Research & Innovation

Design and execute research initiatives in Generative AI, LLMs, and SLMs.

Evaluate emerging foundation models and identify enterprise use cases.

Publish internal research findings and contribute to innovation roadmaps.

Stay updated with the latest developments in AI research. Model Development

Train, fine-tune, and optimize LLMs and SLMs for domain-specific applications.

Build custom language models from open-source architectures.

Implement parameter-efficient fine-tuning techniques such as LoRA, QLoRA, PEFT, and DPO.

Develop model evaluation frameworks covering accuracy, reasoning, hallucination rates, and safety. Prompt Engineering & AI Systems

Design advanced prompt engineering strategies.

Develop agentic workflows and autonomous AI systems.

Build Retrieval-Augmented Generation (RAG) architectures.

Create multi-agent systems and orchestration pipelines.

Improve model reliability, latency, and cost efficiency.

Deployment & Optimization

Deploy AI models on cloud and on-premise environments.





Optimize inference pipelines using quantization, distillation, and model compression techniques.

Work with GPUs and distributed training environments.

Collaborate with product and engineering teams to productionize AI solutions. Required Skills Technical Expertise

35 years of experience in Machine Learning, Deep Learning, or NLP.

Robust proficiency in Python and AI development frameworks.

Deep understanding of Transformer architectures.

Knowledge on ML / DL concept and proficiency in stats.

Hands-on experience with:

LLM fine-tuning

SLM development

Prompt engineering

RAG systems

Embedding models

AI agents Frameworks & Tools

PyTorch (preferred)

TensorFlow (optional)

Hugging Face Transformers

LangChain

LlamaIndex

vLLM

Ollama

Vector databases (Milvus, Pinecone, Weaviate, ChromaDB)

Docker and Kubernetes Model

Training Experience Experience with one or more:

Llama family models

Mistral

Qwen

Gemma

📌 Senior Data Scientist (Pune)
🏢 Marici Capital Advisors Jaipur
📍 Pune