Selected projects
Engineering & researchDevSecOps CI/CD platform
Developing an automated platform for building, testing, securing, containerizing, and deploying backend applications.
- Building a FastAPI and PostgreSQL service with automated tests, migrations, and reproducible Docker development.
- Designing CI/CD quality gates for code, dependencies, secrets, containers, and infrastructure.
Stack: Python · FastAPI · PostgreSQL · Docker · Kubernetes · Terraform
AI compiler optimization
Developing a compiler pipeline that transforms PyTorch computation graphs into an intermediate representation for workload optimization.
- Exploring operator fusion to reduce intermediate memory traffic and kernel-launch overhead.
- Generating Triton kernels and evaluating latency, kernel launches, memory behavior, and correctness.
Stack: Python · PyTorch FX · Compiler IR · Triton · GPU computing
03
AI-centric cyber-physical system
IoT monitoring and edge analytics across five villages
Architecting a monitoring system integrating sensor streams across agriculture, energy, water, healthcare, and waste management.
- Designed concurrent, event-driven ingestion for heterogeneous IoT nodes with fault-tolerant message queuing.
- Built an edge inference workflow for anomaly detection, offline operation, and synchronization.
Stack: Python · ESP32 · Raspberry Pi · MQTT · Edge ML