NLP in Finance

Tutorial on how to build a production-ready Financial QA system

Part 1 — Learn how to use the neural search framework, Jina, to build a Financial Question Answering (QA) search application with the FiQA dataset, PyTorch, and Hugging Face transformers.

Part 2 — Learn how evaluate and improve your Financial QA search results with Jina

For my master’s thesis, I…

Geospatial Analytics

Vision: Using data to enable marketers to determine where to place their advertisements

Client: Intermx
Team: 1 Designer (Me), 1 Product Design Lead
My Role: Ideation, UI Design, Prototyping
Duration: 2 days
Tool: Figma

Overview

Problem: An advertising company wants to find out how people of Columbus, Ohio have been moving…

Design Sprint

Confused after leaving the subway? New concept feature that improves urban navigation designed in just 5 days!

Imagine you have been underground for a while. You come out of the public transit to find yourself surrounded by unfamiliar buildings, a densely packed crowd walking in all directions speaking in a foreign language, and cars honking. You feel like you are standing out and decide to take a…

NLP in Finance

Tutorial on how evaluate and improve your Financial QA search results with Jina

Part 1 — Learn how to use the neural search framework, Jina, to build a Financial Question Answering (QA) search application with the FiQA dataset, PyTorch, and Hugging Face transformers.

Part 2 — Learn how evaluate and improve your Financial QA search results with Jina

In the previous tutorial we…

Bithiah Yuan

Feel free to connect with me on Linkedin! https://www.linkedin.com/in/yuanb

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