MRD

/skills

"Tools I build with. Systems I think in."

Core Languages

Python90%
C++75%
Java65%

Backend & Systems

FastAPIFlaskREST APIsDistributed SystemsSystem DesignMicroservicesPostgreSQL

"I design backend architectures that prioritize scalability, fault tolerance, and clean API contracts."

Cloud & DevOps

AWS Services

EC2S3RDSEKSASGALBCodeDeploy

Containers

DockerKubernetes

CI/CD

GitHub ActionsCodeDeployPM2

Data & Machine Learning

Scikit-learnTensorFlowPandasNumPyHugging Face

Specialized In

Isolation Forest
KNN
Random Forest
Reinforcement Learning

Streaming & Infrastructure

LiveKitRedisAurora PostgreSQLPM2CDN ArchitectureBackblaze B2BunnyCDNBlazingCDN

Visualization & Dashboards

StreamlitMatplotlibSeabornPlotly

How I Think About Systems

Resilience First

"Every system I build assumes failure. Auto-scaling, health checks, rollback — these aren't features, they're foundations."

Cost-Conscious

"Cloud doesn't have to be expensive. I've cut storage costs by 60% by choosing the right tools for the job."

Zero-Downtime

"Deployments should be invisible to users. My pipelines ensure no request is ever dropped during an update."