Specialized in Generative AI & MLOps

Architecting the
Intelligence Frontier.

Master of Science in Data Science. Building Enterprise RAG Systems and scalable AI Infrastructure for a global future.

Neural Network Visualization
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Multilingual LLM Pipelines
AI Research
4.0
GPA
Academic Excellence

01. About Me

End-to-End
ML Expertise.

Based in Tokyo, Japan, I specialize in the intersection of Natural Language Understanding and Cloud Architecture. From fine-tuning transformer models at Saayam to deploying RAG systems at the University of Denver, I build systems that scale.

15+
Languages Supported
30%
Efficiency Gains

02. Technical Arsenal

Stack Overview.

AI Engineering

GPT-4o Fine-tuning RAG Systems HuggingFace PyTorch

MLOps & Code

Python MLflow Docker Git CI/CD FAISS

Cloud Infrastructure

AWS SageMaker GCP Azure Databricks ETL

03. Project Gallery

Featured Works.

View Entire Codebase
E-Commerce AI
LLM RAG

Gen-AI E-Commerce Assistant

Built a production-grade RAG pipeline using GPT-4o-mini and FAISS, enabling intelligent customer support with curated tonality.

Python Streamlit FAISS
Computer Vision
Computer Vision YOLOv8

Real-Time Object Detection

Fine-tuned YOLOv8 for industrial anomaly detection, achieving 0.994 mAP and reducing missed objects by 95%.

PyTorch OpenCV YOLOv8

04. Career

Experience Timeline

Saayam For All Remote
2024 - Present

AI Engineer (NLP/LLM Focus)

  • • Productionized multilingual STT pipelines using SeamlessM4T across 15+ languages.
  • • Achieved 14% improvement in CER through robust model evaluation frameworks.
University of Denver 2023 - 2024

MLOps & Research Engineer

Built production RAG systems with GPT-4o and automated cloud migrations to Azure, driving platform adoption by 60%.

850+
Annual Commits
A+
System Performance

05. Engineering Lab

Open Source Philosophy.

I contribute to the AI community by open-sourcing production templates for RAG benchmarking and Audio Preprocessing.

Visit My GitHub

Ready to
Scale?

I'm currently open to staff or senior AI roles in the Japan time zone. Let's build the next generation of intelligence.