Nikhil Baravkar
Generative AI Engineer
- Role
- Assistant Professor at Savitribai Phule Pune University Sppu
- Location
- Pune District, MH, IN
- LinkedIn followers
- 500 followers
About Nikhil Baravkar
Generative AI Engineer | LLM Deployment Specialist | Cloud-Native AI Solutions I design and deploy scalable generative AI systems on AWS, bridging cutting-edge research with production-ready applications. With 9+ years in ML/cloud engineering, I specialize in: Enterprise LLM Deployment Building RAG pipelines with AWS Bedrock (Claude), OpenSearch, and SageMaker Optimizing inference costs by 35%+ through model quantization and spot instances Implementing LLMOps with SageMaker Pipelines, Model Registry, and CloudWatch Full-Stack AI Development From fine-tuning (LoRA) to serverless deployment (Lambda, API Gateway) Developing AI agents with AWS Step Functions and prompt chaining Ensuring 99.8% uptime for mission-critical AI services Cloud-Centric MLOps Automated retraining pipelines with SageMaker and Spot Instances Vector database optimization (OpenSearch, FAISS) for low-latency retrieval Cost governance for large-scale LLM deployments
Experience
Assistant Professor
Savitribai Phule Pune University Sppu
Jan 2025 — Present · Pune, IN
Education
Manipal Institute of Technology
Master of Technology - MTech, Computer Software Engineering
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