The stack
Application, data, AI and infrastructure, with the DevOps and MLOps that tie them together.
- ApplicationFastAPI, REST
- DataAirflow, Prefect
- AILLMs, RAG
- InfrastructureAWS, GCP
From diagram
to prod:
to prod:
- Docker
- Kubernetes
- CI/CD
- MLOps
Architecture
Cloud-native architecture, distributed systems, microservices, event-driven design, REST APIs, system integration, scalability, reliability.
20%
faster API responses after backend optimisation at Prowess Infotech.
Cloud
AWS (S3, EC2, Lambda, ECS), GCP (Cloud Storage, Cloud Run, GKE), Docker, Kubernetes.
AI and data
LLMs, RAG, LangChain, Hugging Face, OpenAI API, Airflow, Kafka, Prefect, PostgreSQL, MySQL, MongoDB, Soda.
Engineering
Python, SQL, JavaScript, Bash, FastAPI, MLflow, GitHub Actions, CircleCI, CI/CD, Git, Agile, SDLC.
Certifications and recognition
Oracle DevOps Professional
Oracle
OCI Cloud Foundations Associate
Oracle
MLOps
Google
DevOps Fundamentals
OneRoadMap
Software Engineering Simulation
Walmart, via Forage
Industry Innovation Meet and Project Exhibition
D.Y. Patil University, RAIT, 2024
Oracle DevOps Professional
Oracle
OCI Cloud Foundations Associate
Oracle
MLOps
Google
DevOps Fundamentals
OneRoadMap
Software Engineering Simulation
Walmart, via Forage
Industry Innovation Meet and Project Exhibition
D.Y. Patil University, RAIT, 2024