Ronak Pandya
Serving Notice Period || Data Scientist @Deloitte USI || Mtech Data Science Gold Medalist IIT Roorkee || AWS Certified Machine learning- Specialty
- Role
- Data Scientist at Deloitte
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ronak Pandya
Experienced AI Engineer with a proven track record in delivering innovative solutions…
Experience
Data Scientist
Aug 2023 — Present · Bengaluru, IN
Financial Chatbot Development (Finance Sector):• Developed and deployed an AI-driven chatbot using GPT-4 models for advanced NLP to deliver precise financial insights.• Engineered automated ETL processes and integrated complex business rules to streamline data accessibility.• Achieved 93% accuracy while supporting multiple response formats for user-friendly interaction.• Reduced manual financial data analysis by 70%, empowering CXOs to independently retrieve insights.• Enhanced decision-making efficiency, minimizing reliance on Business Analysts.2. AI and Data Services Development (Healthcare Sector):• Designed Retrieval-Augmented Generation (RAG) pipelines leveraging Langchain, LangGraph, and FastAPI frameworks.• Built APIs for document parsing, chunking, and storing data in vector databases for seamless retrieval.• Developed advanced agents (SQL, Self-RAG, Corrective RAG) and tools like PubMed search for efficient knowledge extraction.• Improved pipeline scalability and interaction with structured/unstructured data, ensuring reliable healthcare AI solutions.• Enabled optimized research capabilities and faster delivery of data-driven insights.3. Prompt Engineering for Drug Discovery:• Created domain-specific prompts to reduce drug discovery protocol writing time by up to 60%.• Streamlined workflows across research, supply chain, and marketing stages to optimize pharmaceutical processes.• Enhanced workflow accuracy, consistency, and time-to-market for critical drug discovery protocols.• Improved productivity, enabling medical professionals to prioritize high-impact tasks.• Designed tailored prompts to address protocol generation challenges, accelerating innovation in pharmaceutical workflows.
Education
Shree P.V. Modi School
Std.10
2013 — 2014
Indian Institute of Technology, Roorkee
Master of Technology -Data science
Pandit Deendayal Energy University
Bachelor of Technology, Petroleum Engineering
2016 — 2020
Shree P.V. Modi School
12 science , Maths, physics, chemistry
2014 — 2016
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