ML Engineer LegalTech

Carla Prieto

Founder, Yoseph AI

10 years of experience in the tech industry.

Currently studying Entrepreneurship at USF, San Francisco.

Carla Prieto
Main project

Yoseph AI

Yoseph is an AI copilot for migrants navigating the U.S. immigration system. I'm building it as the person who lived the problem first: my own transition from TN to F-1, in real time, while writing the code.

More on Yoseph AI →

Domain
Immigration · AI · Legal Tech
Role
Founder
Status
In Development
My background

Education & experience

Ten years in tech, most recently focused on ML systems and LLMs. Full detail is in the resume below.

2026–2027
University of San Francisco
MSEI, Master of Science in Entrepreneurship and Innovation (in progress)
2024
UC Berkeley
MIDS, Master of Information and Data Science
2016
Tecnológico de Monterrey (ITESM)
B.S. Engineering in Information and Communication Technologies

Full work history, tools, and references.

Download Resume (PDF)
Ten years, six roles

Roles through the years

2025–2026
Subbase, AI Engineer
LLM-based document extraction.
2024–2025
US Bank, Engineer
Azure migration, large-scale data pipelines.
2022–2024
HundredX, ML Engineer
NLP for customer sentiment and trends.
2019–2022
Amazon, ML Engineer
Amazon Go and Alexa: distributed systems, ML inference.
2017–2019
Spectrum Effect, Data Engineer
Data pipelines and ML systems at scale.
2016
Oklahoma State University, SWE & Data Intern
Where the ten years start.
My projects

Yoseph, and the work before it

Main project, 2026–present

Yoseph AI

Yoseph is an AI copilot for migrants navigating the U.S. immigration system. Most people in that position don't know what questions to ask, not because answers don't exist, but because the context is missing. A generic chatbot explains what a grace period is. Yoseph tells you how many days you have left and what to do today.

I co-founded Yoseph as a Delaware C-Corp and launched with 50+ users on day one, with zero paid acquisition. I'm the target user before I'm the founder: I built it while living my own transition from a TN visa to F-1.

Visit yoseph.ai

Before Yoseph

Selected engineering projects

Subbase · LLM / document AI

Document extraction with LLMs

Built an LLM-based extraction pipeline for invoices and business documents, taking accuracy from 50% to 85% and saving roughly $40K in manual processing.

HundredX · NLP

Trends and sentiment extraction

Built an NLP pipeline for analyzing customer comments at 93% accuracy, work that helped retain $120K in client contracts.

Amazon · ML infrastructure

Amazon Go and Alexa

Worked on distributed systems and ML inference across two of Amazon's consumer AI products: Amazon Go's checkout-free shopping experience and the Alexa voice assistant.

Spectrum Effect · Data engineering

Data pipelines at scale

Built data pipelines and ML systems processing roughly 3TB of data per day.

Blog

Notes from Carla

Yoseph's progress, what I learned navigating my own visa, and technical notes on machine learning.

September 8, 2026

Why Yoseph exists

Yoseph

This is a sample post to show how the blog looks. Replace it with your first real entry.

September 8, 2026

From TN to F-1: what no one tells you

Immigration

This is a sample post to show how the blog looks. Replace it with your first real entry.