Smita Singh

Data Scientist @Diamant Software GmbH

Darmstadt, DE

End-to-End Development of Documentation QA Bot: Built a question-answering bot using the RAG mechanism, enabling efficient and accurate document-based query resolution- Accounting Task Automation with LLMs: Developed models to address accounting challenges, such as identifying the correct accounting table for bank statement items- Data Analysis: Analysed and interpreted accounting data to derive insights and support model development- Accounting Chatbot Development: Worked on LLM-powered chatbot tailored for accounting use cases, improving accessibility and efficiency in financial data management- Proof of Concept (POC) for Memory Component: Prototyped a memory module for the chatbot, inspired by the MemGPT architecture, to explore possibilities for enhancing conversational context retention and user experience.

Indian Institute Of Information Technology Allahabad

Bachelor of Technology, Information Technology

Maharishi Vidya Mandir

10th

Technische Universität Dresden

Msc, Computational Logic

SSVM Allahabd

Intermediate, Science