Grounded
Retrieval, attribution and evidence before fluency.
Available for high-impact AI systems
I forge
production AI
that survives reality.
Senior AI/ML Engineer specializing in production RAG, agentic workflows, evaluation, safety and cloud-native MLOps.
知性を鍛える
FORGING INTELLIGENCE
FORGING INTELLIGENCE
4+YEARS
SHIPPING
SHIPPING
01 / PHILOSOPHY
“A model is only impressive until it meets production. I build for the moment after the demo.”
Measurable
Evaluation gates, confidence thresholds and observable quality.
Operational
Versioned, monitored, secure and reversible by design.
02 / SELECTED WORK
Proof, not promises.
Selected from 56 public repositories and professional systems, prioritizing production depth, technical range and direct relevance to AI/ML engineering.
56 PUBLIC REPOSITORIES
Explore GitHub ↗
The archive runs deeper.
03 / BATTLE RECORD
Built in the arena.
From enterprise knowledge systems to fraud scoring platforms, each role sharpened a different edge of the production AI stack.
2026—NOW
Boston Consulting Group
Senior Data Scientist · GenAI / AI Engineer
Enterprise RAG, LLM evaluation, Responsible AI, retrieval quality and governance at organizational scale.
98% query classification accuracy
2026
Nordstrom
SDE III · Machine Learning
Production fraud and risk platform with event ingestion, feature pipelines, hybrid scoring and operational controls.
Cloud-native, rollback-ready ML
2025—26
Turing
AI/ML Consultant
RAG systems, reproducible evaluation harnesses and auditable agentic tool-execution workflows.
Global client engagements
2022—25
Oxford Vision & Sensor Technology
Machine Learning Engineer
Computer vision and NLP services deployed through Kubernetes, MLflow and cloud-integrated orchestration.
Full ML lifecycle ownership
04 / TECHNICAL ARSENAL
Every blade has a purpose.
A deliberately broad stack, organized around delivering reliable AI products rather than collecting logos.
AISYSTEMS
01
Intelligence
RAG · LangChain · Embeddings · Agents · Structured Outputs · Prompt Engineering
02
Assurance
Groundedness · Hallucination · Relevancy · Bias/Fairness · HITL · Drift
03
Infrastructure
Kubernetes · Docker · MLflow · Airflow · CI/CD · Observability
04
Data & Cloud
BigQuery · Redshift · PostgreSQL · AWS · GCP · Vector Stores