Mahi Mittal Email & Phone Number

Bengaluru, Karnataka, India

Mumbai, Maharashtra, India

-Developed a financial document analyzer and QnA system using LLM and LangChain to automate credit review process.- Loaded and ingested data with RecursiveCharacterTextSplitter and optimized chunk size & overlap for large text data.- Created knowledge base with FAISS & Chroma vector database to remove training bias and implement RAG.- Applied prompt engineering using Chain of Thought & Density, reducing hallucinations by half from 0.30% to 0.15 %.- Tested 4000 GPT generated summaries against 400 annual reviews to optimize 10 hyper-parameters of the model.- Achieved 100% automation of credit grade rating monitoring process with implementation in Python and SQL.

-Drove successful social media campaigns with 1K+ impressions & 150% engagement-Organized events promoting a safe & inclusive environment for all students on campus

-Reduced error rate in web-based extracted data by performing data cleaning and processing.-Created a quiz generation system using fine-tuning, which generated 200+ unique questions with 95% accuracy.

-Communicated value proposition of fest to 70+ prospects, securing a total target amount of INR 1 Lac-Created & implemented print & web advertising campaigns.

Minor In Finance, 52/60

Bachelor Of Engineering - Be, 8.86

Isc, 92.75%