Software Engineer
AICS / Singapore
Abhinav Narayana Balasubramaniam
Software engineer focused on cloud platforms, distributed systems and agentic workflows.
I build production systems around large language model inference, backend services, automation, and developer-facing platforms. My recent work spans healthcare LLM workflows, Kubernetes platforms, Terraform infrastructure, search latency improvements, and internal tools that make engineering teams faster.
Work Experience
Software Engineer
NCS Group / Singapore
Full Stack Developer Intern, Machine Learning
SAP / Singapore
Selected Work
Multi-Tenant Application Platform
88% faster deployments, 57% fewer setup errors
A headless Go platform concept that syncs repo-defined cloud and on-prem Kubernetes configuration with Rancher, Azure DevOps, and Grafana.
Go, Kubernetes, Rancher, Azure DevOps, Grafana, GitOps
Healthcare LLM Inference Workflows
50% increase in monthly user adoption
Full-stack healthcare workflows that summarize patient records through large language model inference.
TypeScript, LLM inference, Healthcare data, Product workflows
Medical Search Services
45% lower latency, 75% lower backend memory use
Search systems for ICD and CPOE medical-domain data with frontend and backend optimizations.
TypeScript, Search, Backend optimization
Projects
Skills
- TypeScript
- Java
- Python
- Rust
- Kubernetes
- Terraform
- Google Cloud Platform
- Microsoft Azure
- Linux
- Ansible
- Prometheus
- Grafana
- LLM inference
- Model-serving workflows
- Prompt orchestration
- RAG and search systems
- Latency optimization
- Observability
- Distributed systems
Education
Nanyang Technological University
Bachelor's Degree in Electrical and Electronics Engineering
Specialisation: Computer Engineering and Data Intelligence.