cv

This is my CV.

Contact Information

Name Quan Nguyen
Professional Title Machine Learning Engineer
Email quanhn232@gmail.com
Phone +17174206671

Experience

  • 2026 - present

    San Bruno, CA

    Software Engineer, Machine Learning
    Google (YouTube)
    Recommendation System
    • Incoming…
  • 2025 - 2025

    New York, NY

    Machine Learning Engineer Intern
    Venera AI
    LLM Post-training, Inference & ML System
    • Fine-tuned (SFT and distillation) LLM to compress knowledge using QLoRA + FSDP.
    • Deployed LLM for inference on Google TPU, establishing a cost-efficient alternative to GPUs.
    • Rebuilt data pipeline Spark with Ray Data, managed via Airflow.
    • Managed Ray Cluster for large-scale jobs like data processing, inference on CPU/GPU.
    • Consolidated CI/CD (GitHub Actions + Terraform + Helm) and monitoring (Grafana + Prometheus).
  • 2025 - 2025

    San Jose, CA

    Machine Learning Engineer Intern
    Adobe
    Voice AI Agent
    • Developed Voice Agent features combining planning, speech recognition, and emotion-aware TTS.
    • Built AI-agent using LangChain, LangGraph, and MCP to integrate into Adobe multi-agent system.
    • Deployed production models via vLLM, Ray Serve, FastAPI, integrated with Kubernetes and ArgoCD.
  • 2024 - 2024

    Vietnam

    Machine Learning Engineer Intern
    VCCorp Corporation
    Recommendation System
    • Designed large-scale news recommendation pipelines powered by Graph Neural Networks (GNNs).
    • Implemented distributed ETL with Spark and Airflow to process real-time user-click data.
    • Optimized model serving and data retrieval with Redis, Kafka, and HDFS.

Education

  • 2024 - 2026

    College Park, MD

    MS
    University of Maryland, College Park
    Computer Science
    • Machine Learning
  • 2020 - 2024

    Gettysburg, PA

    BS
    Gettysburg College
    Computer Science
    • Phi Beta Kappa Society member
    • David Wills Scholarship recipient

Awards

  • 2022
    ICPC Participant
    International Collegiate Programming Contest

    ICPC is a competitive programming contest for university students.

Publications

Skills

Machine Learning : LLM, Recommendation System, ML System, MLOps
Languages : Python (PyTorch), SQL, C/C++ (MPI, CUDA, OpenMP)
ML/AI : Hugging Face, vLLM, Ray, DeepSpeed, Weights & Biases (W&B), MLflow, LangChain
Big Data : Airflow, Spark, Kafka, Hadoop, Redis, PostgreSQL
Cloud : AWS, Azure, GCP
MLOps : Docker, Kubernetes, Helm, Grafana, Prometheus, GitHub Actions, Terraform

Languages

Vietnamese : Native speaker
English : Fluent

Interests

Guitar: classical

Certificates

  • Fundamentals of MCP - Hugging Face (2025)

Projects

  • High-Performance Distributed Training (HPC)
    • Accelerated 3D scene reconstruction training by 50% by implementing distributed training and profiling using C/C++, CUDA, PyTorch DDP with MPI protocol across multi-GPU HPC clusters, leading team of 3 students.