Aspiring AI/ML Engineer with M.S. in CS

Thanh Dat Le

***.************@*****.*** +84-329-***-*** (VN) +1-857-***-**** (US) github.com/lethanhdatphumy Education

Northeastern University, USA Boston, MA

B.S. & M.S. in Computer Science (Combined Program) May 2027

• GPA: 3.85 Coursework: Machine Learning, Deep Learning, Algorithms, Object Oriented Programming, Database Management. Technical Skills

Languages: Python, Java, SQL, C/C++, R

AI/ML: LLM Fine-Tuning (LoRA/Unsloth), Gemma 2, PyTorch, LangChain, RAG, FAISS, Computer Vision Backend/Cloud: Spring Boot 3, FastAPI, Docker, AWS (ECR, S3), GitHub Actions (CI/CD), DVC Data/NLP: PostgreSQL (pgvector), MySQL, Vector Embeddings, BERT, PyMuPDF Research Experience

AIMA Research Mentorship Program Remote

AI Research Mentee Jan 2026 – Present

• Selected for a competitive AI research mentorship program focusing on applied AI methodologies.

• Conducting research under the mentorship of a PhD candidate at Carnegie Mellon University (CMU).

• Investigating advanced computer vision techniques using Meta’s Segment Anything Model (SAM). Projects

Animals Detection MLOps System PyTorch, AWS ECR, DVC GitHub 2026

• Built a production-grade Computer Vision pipeline for image classification using PyTorch and Transfer Learning.

• Implemented an end-to-end MLOps workflow with DVC for orchestration and GitHub Actions for CI/CD, automatically pushing Docker images to AWS ECR.

• Deployed a robust FastAPI inference server with Out-of-Distribution (OOD) handling to flag low-confidence predictions. Clinical Diagnosis RAG System (Fine-Tuned LLM) Gemma 2, LoRA, Docker, AWS GitHub 2025

• Fine-Tuned the Gemma 2 9B model using LoRA and Unsloth, significantly enhancing clinical reasoning capabilities compared to base models.

• Engineered a RAG pipeline achieving 90% diagnosis accuracy and 73.1% keyword match by combining the fine-tuned LLM with FAISS semantic search.

• Containerized the application using Docker for consistent deployment and managed data versioning via DVC/AWS S3.

• Deployed a user-facing interactive diagnostic interface using Streamlit. Cocktail Rec. Engine FastAPI, pgvector GitHub 2025

• Built a semantic search engine using SentenceTransformers and PostgreSQL pgvector for NLP queries.

• Deployed containerized FastAPI backend via Docker for real-time cosine similarity search.

• Integrated LLM re-ranking to significantly boost recommendation relevance and user engagement. Campus Food Delivery Spring Boot 3, AWS S3 GitHub 2024

• Architected Spring Boot 3 backend with Liquibase versioning and Hibernate Envers auditing.

• Secured API with Spring Security, JWT, and brute-force protection; integrated AWS S3 for storage. Leadership & Academic Experience

Graduate OOD Game Project Northeastern University

Team Lead 2025

• Led a 5-member agile team, enforcing SOLID principles and UML to ensure code maintainability.

• Managed GitHub CI/CD workflows, delivering a stable game prototype with zero critical bugs. DSA Study Group Ho Chi Minh City

Founder & Team Lead Sep 2024 – Jan 2025

• Founded a peer learning cohort for technical interview prep, guided by a Senior Microsoft Engineer.

• Taught Algorithmic Complexity (O(n) vs O(n2)), improving group problem-solving speed by 40%. Certifications

Mathematics for ML: Calculus & Linear Algebra – DeepLearning.AI

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