Skip to content
View minhtribk12's full-sized avatar
  • Aalto University
  • Espoo, Finland

Highlights

  • Pro

Block or report minhtribk12

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
minhtribk12/README.md

Hi, I'm Tri Nguyen

Typing SVG

CI LinkedIn Portfolio


I build open-source AI tools and developer utilities. Focused on making complex tasks simple for freelancers and small teams.

About Me

  • PhD in Computer Science (AI & ML Systems) from Aalto University, Finland
  • Currently at Green Factory AI, designing ML pipelines for manufacturing process optimization
  • Previously conducted research at SINTEF (Norway) and HCMUT (Vietnam)
  • Specialized in deploying efficient machine learning pipelines across edge-cloud architectures
  • MSc in Data Analysis (Top 1 Graduate, HCMUT)

What I'm Working On

  • Working on an end-to-end ML system for operation optimization in Manufacturing at Green Factory AI
  • Building a multi-agent system that supports daily task management and finance consulting — autonomous AI agents that collaborate to help users organize their workflow, automate routine tasks, and provide intelligent financial advice
  • Developing an edge ML orchestration framework with built-in explainability, quality monitoring, and optimization with SLA/SLO support

Tech Stack

GitHub Stats

Metrics

Snake animation

Key Research & Projects

  • ML Serving Optimization — 25-30% efficiency improvement in multi-device deployments
  • Federated Learning Marketplace — Distributed ML-as-a-Service framework
  • Real-Time Predictive Maintenance — Manufacturing process monitoring systems
  • Explainable AI Architectures — For critical infrastructure monitoring

Open to collaborations on AI/ML tooling, multi-agent systems, finance consulting, and open-source projects.
Let's connect

Pinned Loading

  1. code-review-ai code-review-ai Public

    Multi-agent code review CLI using NVIDIA Nemotron 3 Super

    Python 2

  2. rdsea/ROHE rdsea/ROHE Public

    An orchestration framework for End-to-End Machine Learning Serving with Resource Optimization on Heterogeneous Edge

    Python 3

  3. FedML FedML Public

    Federated ML

    C++ 3

  4. rdsea/QoA4ML rdsea/QoA4ML Public

    Quality of Analytics for Machine Learning and Data Intensive Services

    Python

  5. rdsea/bigdataplatforms rdsea/bigdataplatforms Public

    Materials of the Big Data Platforms course in Aalto (CS-E4640)

    Python 30 13

  6. rdsea/sys4bigml rdsea/sys4bigml Public

    The course CS-E4660 of Aalto CS (Advanced Topics in Software Systems)

    Jupyter Notebook 5 4