AI/ML Engineer Intern @ Fold (2586Labs)

Aug 2024 - Feb 2025

• Trained language models such as google-t5/t5-base, facebook/bart-base and microsoft/prophetnet-large-uncased for extraction of merchant information from transaction narrations
• Worked on transaction categorization pipeline - building tools such as Merchant Normalization, Transaction Categorizer and a RAG system that fetches users' previous transactions for more context for categorizing using Qdrant by vector-based similarity search
• Set up observability using Langfuse & MLflow for better tracking of the implemented models
• Developed a LangGraph-based agent with multitool integration, enabling precise financial data analysis and personalized insights
• Implemented an OCR pipeline utilizing db_resnet, parseq, spatial clustering techniques and LLMs to extract information from financial statements with precision of 99%

Data Analysis Intern @ Enrich

Oct 2023 - Dec 2023

• Developed data models and utilized SQL on GCP (BigQuery)
• Conducted data visualization with LookerStudio
• Automated live data reports by integrating BigQuery with LookerStudio

Generative AI Intern @ VectrFlow

Aug 2023 - Sep 2023

• Developed low-code platform for Generative AI apps, integrating Langchain and LlamaIndex frameworks
• Specialized in fine-tuning LLMS for Image and Document Querying, as well as various generative AI models