Shelvi Garg
Senior Data Scientist at Publicis Sapient
- Role
- Senior Associate Data Science L2 at Publicis Sapient
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Shelvi Garg
Data Scientist with experience specializing in machine learning. Passionate about…
Experience
Senior Associate Data Science L2
Jul 2024 — Present · Gurugram, IN
Worked on a recipe recommendation system for Unilever that uses Google Vertex AI and embedding models for semantic ingredient matching. Implemented vector similarity search and feedback mechanisms to deliver personalized recipe recommendations across multiple Unilever brands, processing recipe data through custom ML pipelines for intelligent ingredient matching and trend analysis- Worked on developing an automated test case generation system for Optums\' React codebases using Langchain, leveraging a multi-agent orchestration approach. Successfully improved test coverage from 60% to 85%, enhancing code reliability and developer efficiency- Explored GenAI solutions by creating POCs on RAG pipelines with LlamaIndex and performing LoRA-based LLM fine-tuning as part of internal learning initiatives.
Education
JSS ACADEMY OF TECHNICAL EDUCATION, NOIDA
Bachelor of Technology - BTech
Skills
- Core Java
- Photoshop
- C
- Non-Profit Volunteering
- Html5
- Microsoft Office
- Meditation
- Yoga
- Data Structures
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