Pham Minh Long

Pham Minh Long

I am currently a Master Student in Computer Science at National Yang Ming Chiao Tung University (NYCU) and a member of ACM Lab, under the supervision of Prof. Ching-Chun Huang.

🤖 LLM / AI Agent 🔬 Multimodal Learning ☁️ MLOps / Cloud 📱 Edge AI ⚡ Distributed Systems

About Me

📋 Basic Info

🎓 Education

National Yang Ming Chiao Tung University

Master's student at ACM Lab

In Progress
2026 – present

HCMC University of Technology and Education

B.Eng. Computer Engineering, Valedictorian

GPA 3.25/4.00 (Top 1/60)
Aug 2019 – Sep 2023

🛠️ Technical Skills

Languages

PythonC/C++ JavaNextJS

Deep Learning

PyTorchTensorFlow OpenCVONNX TensorRTTFLite WandB

LLM / ADK

LangChainLangGraph LlamaIndexCrewAI vLLMOllama

MLOps / DevOps

DockerKubernetes AirflowMLflow ArgoCDGrafana PrometheusGitLab-CI

Cloud & Infrastructure

AWSGCP HAProxyPortainer

Databases

FaissQdrant ElasticSearchChroma MySQLMongoDB RedisBigQuery

Knowledges

Graph RAGMulti-Agent LoRA / RLHF / GRPODPO System DesignLoad Balancing Event-driven

ML / Data

PandasApache Spark Scikit-learnXGBoost PolarsNumpy

Professional Experience

🚀 3+ years of AI/ML engineering across fintech, cloud, and software product companies.

ACM Lab, NYCU

Research Assistant

Feb 2026 – Now
  • Develop the first baseline of Analog Circuit Migration using OpenClaw for TSMC, Taiwan
  • Research Decoding-time Alignment for E-Sun Bank, Taiwan
  • Supervised by Prof. Ching-Chun Huang
ResearchOpen Claw PyTorchC++ Swift

MoMo

Middle AI Engineer

Jun 2025 – Mar 2026
🏆 Top 2 Innovation Product Prize at MoMo
  • Enhanced Mimir Chatbot Platform — automated report generation, SQL/Chart/Insights using LangGraph + Deep Research pattern within 2 months
  • Implemented Jira-automated assignment via LangGraph for MoMo Data Scientists and employees
  • Integrated MCP Server and optimized historical conversation usage; weekly monitoring via Grafana + LangFuse
0.98Knowledge Retention
0.74Turn Relevancy
0.64SQL Accuracy
0.64Chart Accuracy
75.2sP90 Latency
LangGraphLangChain FastAPIRedis BigQueryQdrant Azure OpenAI

Nexcel Solutions

ML Engineer

Aug 2023 – Jun 2025
⭐ 2× ME+ and 1× EE Performance Ratings
  • Built Agentic RAG baseline + Web UI (Nextjs) for Betting Knowledge chatbot within 2 weeks; fine-tuned Llama-3.2-7B & Qwen2.5-7B via LoRA/PEFT
  • Designed multi-agent Report Entity Recognition system with Telegram integration
  • Analyzed & adjusted XGBoost loss function for Customer Time-Series Prediction
  • Pioneered CI/CD pipeline with multi-stage Dockerfiles, Airflow scheduling, Portainer management
  • Webiometric Data Streaming: Kafka → MySQL (SP + schema design) from Taiwan producer
LangChainOllama vLLMFastAPI AirflowQdrant HAProxy

Unicloud Group

AI Engineer

Feb 2022 – Aug 2023
  • Designed and improved Unicloud eKYC ID Card Verification system — YOLOv5/v7/v8 for 4-corner detection, PaddleOCR for information extraction
  • Added orientation correction without models to enhance inference time and accuracy
64FPS
0.87mAP 50
0.94mAP 50-95
0.89F1-score
1.67 MBDocker Image
YOLOv8PaddleOCR FastAPIDocker GCP

UTE-AI Lab

Research Assistant

May 2021 – Dec 2023
  • Participated in numerous competitions and conferences in HCMC
  • Tracked state-of-the-art AI research trends under Tran Vu Hoang, Ph.D.

Research & Projects

🤖 Mimir Chatbot Platform

Jun 2025 – Mar 2026

MoMo — Middle AI Engineer (Team of 3)

Enhanced internal chatbot with LangGraph Deep Research pattern for automated SQL, Chart, and Insights generation. Integrated MCP Server and Jira automation.

0.98Knowledge Retention
0.74Turn Relevancy
0.64SQL Accuracy
0.64Chart Accuracy
75.2sP90 Latency
LangGraphFastAPI Azure OpenAIBigQuery

🏷️ Report Entity Recognition

Feb – Jun 2025

Nexcel Solutions — Junior ML Engineer (Team of 2)

Multi-agent system for multi-report generation across departments. Fine-tuned Qwen2.5-7B with bidirectional transformer for entity & span recognition.

Qwen2.5-7BOllama HuggingFaceHAProxy
🤗 HuggingFace

💬 Domain Chatbot – Betting Knowledge

Dec 2024 – Jun 2025

Nexcel Solutions — Junior ML Engineer (Team of 2)

Agentic RAG baseline + Web UI within 1 week. Fine-tuned Llama-3.2-7B & Qwen2.5-7B via LoRA/PEFT on internal betting knowledge.

0.74Precision
0.89Faithfulness
0.67Relevancy
Llama-3.2-7BvLLM Next.jsQdrant

📈 Customer Performance Prediction

Jun – Dec 2024

Nexcel Solutions — Junior ML Engineer (Team of 2)

Time-series RFM model for Taiwan punters' daily performance. Adapted XGBoost loss function for company winloss. Applied active learning & unsupervised domain adaptation.

0.35True Positive
0.92True Negative
XGBoostK-Means RFM ModelUMAP

📱 Smart Menu Application

Feb – Jun 2023

Graduation Project — Researcher (Solo)

Mobile app: Menu Scanner (PaddleOCR + C++ core), Machine Translation (RetNet/Transformer), Recommendation (NeuMF + Collaborative Filtering), RASA chatbot.

JavaPaddleOCR BERTGCP
GitHub Demo

🪪 ID Card Verification – eKYC

Feb 2022 – Aug 2023

Unicloud Group — AI Engineer (Team of 5)

Improved eKYC system with YOLOv5/v7/v8 for 4-corner detection, perspective transform for ROI extraction, PaddleOCR for text extraction.

64FPS
0.87mAP 50
0.89F1-score
1.67 MBImage Size
YOLOv8PaddleOCR Docker

Awards & Honors

🥈

Top 2 Innovation Product Prize

MoMo, 2025 — Mimir Chatbot Platform enhancement for Deep Research & automated reporting

🎓

Valedictorian – Computer Engineering

HCMUTE K19, 2023 — Top 1/60, GPA 3.25/4.00 (8.21/10.00)

⭐

EE Performance Rating

Nexcel Solutions — Exceeding Expectations, alongside 2× ME+ ratings

🏅 Certifications

Solutions Architect Associate

Machine Learning Engineer Associate

SysOps Administrator (CloudOps) Associate

Publications

Research in Progress – ACM Lab, NYCU

ACM Lab, NYCU — 2026 to present

Full list of publications and preprints available on Google Scholar.

View Google Scholar 🤗 HuggingFace Models