Ishika Soni
Data Scientist @ EXL | Generative AI | Agentic AI Enthusiast
- Role
- Data Scientist at EXL
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Ishika Soni
I\'m a Generative AI Engineer with hands-on experience developing and deploying intelligent applications using large language models and Agentic AI frameworks. I’ve built scalable AI solutions across structured and unstructured data using tools like LangChain, LlamaIndex, and vector databases (weaviate).My work spans the full AI application stack — from prompt engineering, text-to-SQL and RAG pipelines to building fast, production-grade APIs with Flask and FastAPI, and user interfaces with Streamlit. I’ve worked extensively with OpenAI models (GPT-4o, GPT-4o-mini etc) as well as open-source LLMs. Also deployed them within Azure services. Skills: Generative AI • Agentic Frameworks • LangChain • LlamaIndex • RAG • Vector DBs • OpenAI • Azure AI • Python • Prompt Engineering • Flask • FastAPI • Streamlit • SQL • Linux • CrewAI • Postgres • Azure AIOpen for exciting opportunities. Let\'s connect!#GenerativeAI #Python #SQL#Langchain#LlamaIndex #DataDriven #AgenticAI
Experience
Data Scientist
Jan 2026 — Present · Gurugram, IN
Education
Jaipur Engineering College and Research Centre (JECRC)
B.tech, Computer Science
2019 — 2023
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