Tanishka Gupta

WORK HISTORY

EDUCATION

ABOUT TANISHKA GUPTA

I’m a Forward Deployed Engineer at Instabase, where I design and deploy AI-powered systems that help enterprises automate complex document and data workflows.My work sits at the intersection of AI engineering, data systems, and real-world enterprise operations. I collaborate directly with customers to build production-ready solutions using LLMs, intelligent document processing, and advanced data pipelines to transform large volumes of unstructured business data into reliable automated workflows.Previously, I spent over two years at Goldman Sachs as a Data Engineer, building platforms that applied machine learning, NLP, and GenAI to financial data to streamline internal processes and extract insights from large-scale unstructured datasets.During my graduate program, I worked as a Data Science Intern at Ryan LLC, where I developed AI-driven systems for generating real-time property tax insights and automating analytical workflows.I also worked as a Machine Learning Associate with the Vector Institute for Artificial Intelligence, consulting for the startup DealMaker to develop applied machine learning solutions for marketing analytics and data-driven decision systems.I hold a Master of Management Analytics from the Rotman School of Management at the University of Toronto and am a Vector AI Scholar.My work focuses on building and deploying LLM-powered applications, retrieval systems, and enterprise AI workflows, including:• LLM application development• Retrieval-Augmented Generation (RAG)• Prompt engineering and evaluation• AI-driven document automation• Vector search and knowledge systems• Data pipelines and distributed processing• Production deployment of AI systems in enterprise environmentsI’m particularly interested in how applied AI can be integrated into real-world business systems to make complex operations faster, smarter, and more reliable.