ML Meetup: NLP, LLM/ChatGPT and ML Monitoring

Apr 05, 05:00PM PDT(12:00AM GMT). Add to calendar: Google | Yahoo
  • Seattle AICamp
  • Free 77 Attendees

Welcome to our in-person monthly ML meetup in Seattle, in collaboration with JPMorgan Chase. Join us for deep dive tech talks on AI/ML, food/drink, networking with speakers&peers developers, and win lucky draw prizes.

Agenda (PDT):
* 5:00pm~5:30pm: Checkin, Food/drink and networking
* 5:30pm~5:40pm: Welcome/community update/Sponsor intro
* 5:40pm~7:30pm: Tech talks
* 7:30pm~8:00pm: Lucky draw & Mixer

Tech Talk 1: An Introduction to Large Language Models
Speaker: Aviral Joshi, Applied AI/ML Associate @JPMorgan Chase
Abstract: This talk will introduce to the landscape of Large Language Models (LLMs), their inner workings, emergent properties and application within JPMorgan Chase.

Tech Talk 2: ML Training Data Monitoring
Speaker: Shailender Singh, Lead Data Scientist @JPMorgan Chase
Abstract: To accelerate the AI/ML efforts in the firm, TDMP is being developed as a capability for (1) acquisition of data for the purpose of ML, (2) subsequent refinement, transformation and critical quality checks; and (3) automated documentation of lineage, feature selection and data transformation, along with associated meta-data and intelligence for create training datasets for ML models that meet firmwide Model and Analytic Tool standards. This talk will showcase a walkthrough of Training Data Platform.

Tech Talk 3: Federated Data Lake
Speaker: Kai Chang, software engineer @JPMorgan Chase
Abstract: A discussion of the JPMC Advanced Data Ecosystem (JADE) Federated Data Lake, including lessons learned.

JPMorgan Chase, 1201 3rd Ave, Floor 4, Seattle WA 98101 Google Map

Lucky draw
We will raffle winners for prizes during the event. To enter the lucky draw, please complete one of the two steps (or both):

  • Twitter the event with hashtag #aicampseattle and tag @aicampai. For example:
  • #aicampseattle Join the monthly ML meetup in Seattle by @aicampai to learn AI, ML, Data and Cloud technology with tech leads and industry experts. Free join in person:
  • Comment the post on LinkedIn: LinkedIn Post
  • Community on Slack
    - Event chat: chat and connect with speakers and attendees
    - Sharing blogs, events, job openings, projects collaborations
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    3+ Speakers

    Aviral Joshi
    Machine learning scientist. My primary area of work while at JPMC has been on Natural Language processing technologies.
    Shailender Singh
    Lead Data Scientist on the TDMP team. I am involved in assessing platform for data transformations, feature engineering, ML at scale and engaging ML use cases for adoption of TDMP across the firm. In the past I have worked in the domain of NLP, recommender systems and information retrieval.
    Kai Chang
    A software engineer in the JADE Data Lake Seattle team. He has over 25 years of experience delivering technology projects in financial institutions.
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