Minh NguyenEngineering at BlackRockPhiladelphia, PA

Open to Bay Area, Seattle, Redmond, New York, and Boston

Production ML, end to end.

View projects

Projects.

All projects
Social network graph of commuters colored by commute mode

Agents, Models, Apps

BYOB: Bring Your Own Bike(opens external site)

Agentic mobility pipeline on the Microsoft Geolife GPS dataset that uses LLM-powered agents to simulate how Apple ESG nudges shift commuter behavior.

Python Streamlit LightGBM Claude API Docker

Live · 2026
Source
RentalGPT app overview with its navigation sidebar

Apps, Models

RentalGPT(opens external site)

Rental analytics platform combining predictive modeling and a GPT-powered assistant, serving landlords, renters, and analysts from a single data pipeline.

Python SQL Dash Docker Kubernetes Google Cloud Platform

Live · 2023Winner, Plotly ChatGPT & Generative AI Hackathon
Source

Writing.

Coming soon

Research notes are on the way.

Portrait of Minh Nguyen

At BlackRock since 2024, building ML and agentic systems for finance. Before that: Tesla, Homebase (YC), Shield AI and ML research labs.

Full experience on LinkedIn

Experience

  1. May 2024 – PresentMachine Learning EngineerBlackRockPlatform EngineeringPhiladelphia, PA
  2. Jan – May 2024Machine Learning Engineer InternTeslaAutomation & Data SystemsFremont, CA
  3. Apr – Dec 2023Graduate Research AssistantVirginia TechSanghani Center for AI & Data AnalyticsFalls Church, VA
  4. Jun – Sep 2023Software Engineer InternHomebase (YC W21)Ho Chi Minh City, Vietnam
  5. May 2021 – Aug 2022Graduate Research AssistantVirginia TechCommonwealth Cyber InitiativeArlington, VA
  6. Sep 2021 – May 2022Research AssistantVirginia TechTerrestrial Robotics Engineering & Controls LabBlacksburg, VA
  7. May – Aug 2021Machine Learning Engineer InternShield AIGamebreakerAlexandria, VA
  8. Sep 2020 – May 2021Research AssistantWilliam & MarygeoLabWilliamsburg, VA
  9. Sep 2020 – May 2021Research AssistantVirginia TechHybrid Electric Vehicle TeamBlacksburg, VA
  10. Sep 2020 – May 2021Teaching AssistantVirginia TechECE DepartmentBlacksburg, VA
  11. May – Aug 2020Research AssistantVirginia TechWireless LabBlacksburg, VA

Skills

Core ML engineering skills

AI / ML

  • PyTorch (core)
  • TensorFlow
  • scikit-learn
  • Transfer Learning
  • Time Series Forecasting
  • MLflow (core)
  • SHAP

Agentic AI

  • LLMs (core)
  • RAG (core)
  • Multi-Agent Orchestration (core)
  • LangGraph (core)
  • LangChain (core)
  • Embeddings
  • Vector Databases (core)

Backend

  • Python (core)
  • Go
  • Java
  • SQL (core)
  • FastAPI (core)
  • Celery
  • Flask
  • Pandas
  • Git
  • Streamlit
  • Dash

Cloud & DevOps

  • AWS
  • GCP
  • Azure (core)
  • Kubernetes (core)
  • Docker (core)
  • CI/CD (core)
  • Grafana (core)
  • Jenkins
  • RockAI

Data

  • Snowflake (core)
  • Airflow (core)
  • PostgreSQL
  • Redis
  • MySQL
  • MSSQL
  • InfluxDB
  • Tableau
  • Power BI

AI Tooling

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Codex
  • Graphify
  • Obsidian

Get in touch.

Email is the fastest way to reach me.

Email me
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