​Agenda:

• ​11:00–11:10 AM — Check-in (10 min)

• ​11:10–11:20 AM — Opening remarks on Humans in Ai week mission (10 min) Sam Sankisov

• ​11:20–11:30 AM — AI Agent demo (10 min) Saurabh Yergattikar

• ​11:30–11:40 AM — Hackathon Problem statement introduction, Tracks and scoring matrix (10 min) Suyash Saxena

• ​11:40 AM–1:10 PM — Hackathon work session (1.5 hours)

• ​1:10 –1:30 PM — Lunch and Judging by Suyash Saxena, Pronnoy Goswami and Saurabh Yergattikar

• ​1:30–1:45 PM — Winner announcement

• ​1:45–2:00 PM — Networking (15 min)

​TRACK 1: Human-in-the-Loop AI

​1.	Resume Screener with Human Review Gates — AI scores resumes BUT flags borderline cases for human decision
2.	Content Moderation with Escalation — AI auto-moderates (high confidence) but queues borderline content for humans
3.	Medical Chatbot with Doctor Escalation — AI answers health questions but escalates serious symptoms to doctors

​TRACK 2: AI for Accessibility

​1.	Legal/Medical Document Simplifier — Converts complex jargon into 3 levels of simple language
2.	Job Description Translator — Simplifies corporate jargon in job postings + generates FAQ for non-native speakers
3.	Audio Transcription + Accessible Summary — Converts speech to text + generates searchable summaries for deaf/hard-of-hearing users

​TRACK 3: Ethical AI & Bias Detection

​1.	Resume Screening Bias Audit — Test AI with identical résumés but different names (Sarah vs. Syed). Show the bias, propose fixes with human oversight.
2.	Loan Approval Algorithm Bias — Identify how AI discriminates in lending by zip code/demographics. Propose fixes with human approval gates.
3.	Recommendation Algorithm Bias — Show how social media algos create echo chambers. Propose diversification + transparency + human override options.

​Or you can choose your own

​Sponsored by

• ​Silicon Valley East Bay Founders

• ​ZINFI Technologies

​As always, food and drink, engaging conversation, and incredible company will all be provided!

​Please be advised: Unfortunately, space is very limited at these community events and we can not always accept everyone we would like to. If you are not accepted to this event, please keep applying! We appreciate your application tremendously and we are looking forward to seeing you at a future event very soon!

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