
shreya bhandari
@shreyamehta
I build practical RAG chatbots and multi-agent AI support systems.
What I'm looking for
I build practical Generative AI and Agentic AI solutions that turn business requirements into user-focused experiences. My work combines an MBA in Finance with research, content development, business communication, and problem-solving experience.
I built a RAG-based e-commerce customer-support chatbot using LangChain, FAISS, OpenAI Embeddings, and GPT-4o-mini, implementing document loading, chunking, vector search, and top-k retrieval. I also developed a CrewAI multi-agent workflow for returns, refunds, damaged products, delayed deliveries, and escalations.
My projects include LLM and NLP applications using Hugging Face and Gensim for text generation, tokenization, question answering, sentiment analysis, and semantic analysis. I'm trained in prompt engineering, embeddings, vector databases, responsible AI, and human-in-the-loop approaches.
Experience
Work history, roles, and key accomplishments
Content Writer
English Partner
Feb 2023 - Jun 2024 (1 year 4 months)
Led content development and coordinated a team responsible for social media and educational content. Conducted research, structured complex information, contributed to syllabus development, and managed deliverables.
Content Writer
Magdale
Jan 2020 - Jan 2023 (3 years)
Developed marketing content, social media communication, captions, and customer-facing copy. Conducted research to support business communication and brand positioning.
Gained exposure to US Taxation, research, documentation, and structured business processes.
Education
Degrees, certifications, and relevant coursework
Institute of Public Enterprises
MBA, Finance
MBA in Finance from the Institute of Public Enterprises, Hyderabad, completed in 2017.
St. Francis College for Women
B.Com., Commerce
Bachelor of Commerce from St. Francis College for Women, Hyderabad, completed in 2015.
IITM Pravartak
Agentic AI and Applications, Agentic AI
Certification in Agentic AI and Applications from IITM Pravartak.
IBM
Building AI Agents with RAG and LangChain, AI Agents
Certification in Building AI Agents with RAG and LangChain from IBM.
IBM
Generative AI for Businesses and Professionals, Generative AI
Certification in Generative AI for Businesses and Professionals from IBM.
IBM
Responsible and Ethical Generative AI, Responsible AI
Certification in Responsible and Ethical Generative AI from IBM.
Availability
Location
Authorized to work in
Salary expectations
Skills
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