AI Systems Builder & Co-Founder at Ingramin Bridging agentic AI, enterprise cloud architecture, and industrial intelligence.
- Agentic AI & Orchestration: Building multi-agent systems using Google Agent Development Kit (ADK), LangChain, and Graph RAG.
- Industrial Telemetry & Digital Twins: Engineering predictive maintenance and sensor telemetry models for enterprise reverse osmosis systems.
- AI Safety & Alignment: Auditing and fine-tuning small multilingual models (Cohere Labs Open Science Community).
- Cloud Infrastructure: Architecting scalable microservices on Google Cloud (Cloud Run, BigQuery) and AWS (VPC, Fargate, Bedrock).
| Layer | Technologies |
|---|---|
| Core & AI/ML | Python, PyTorch, Scikit-learn, LangChain, Graph Neural Networks (GNNs) |
| Data & MLOps | BigQuery, MLflow, Kedro, Pandas, NumPy |
| Cloud & DevOps | Google Cloud (Cloud Run, ADK), AWS (Lambda, Fargate, Bedrock, S3, RDS), Docker |
| Product & UI | Figma, Framer, Human-Centered Design (Google UX Certified) |
- Elite Club Alumni: Google Cloud Gen AI Academy (APAC)
- Researcher: Cohere Labs Open Science Community
- Fellow: AI for Asia Fellowship (Siklab & NYC Singapore)
- Education: MSc in Strategic AI & Innovation | Google UX Design Certified
"The biggest quest to learn anything is curiosity."




