Senior Data Scientist with ~4 years of experience designing, and deploying AI products in healthcare and pharma, specializing in NLP, Gen-AI, and large language models. I'm passionate about creating scalable AI systems that solve real-world problems.
- Successfully delivered 2 end-to-end AI products currently used by multiple clients and their teams in the US.
- Integrated Generative AI solutions in medical products
- Designed and implemented scalable AI Solutions
- Focus: End-to-end RAG architecture designed for large-scale, multi-user concurrency. Demonstrates how to integrate a basic RAG approach with advanced deployment strategies (Kubernetes, CI/CD, etc.).
- Focus: Exploration of diverse RAG methodologies—semantic chunking, multi-query fusion, hybrid search, self-reflection, etc.
- Generative AI & LLMs: Production-grade LLM applications, Advanced RAG pipelines
- Deployment & Architecture: Containerization (Docker), Kubernetes (AWS EKS), CI/CD (GitHub Actions), End-to-End Integration
- Team Management: Experience overseeing small teams, mentoring junior members, and ensuring smooth project delivery.
- Client Engagement: Collaborated closely with clients to understand requirements and align technical solutions.
- Reasoning Models
- Model Distillation Techniques
- AI Agents
