Rishwanth Perumandla
RIPE
RIPE
08:32

Rishwanth

/rɪʃ-wʌnθ/
Click to hear pronunciation
noun

A Senior Backend & AI Engineer building high-performance distributed systems and production-grade AI infrastructure.

I engineer the systems that make intelligence possible. From designing efficient databases to scaling AI inference, I build high-performance backends that run fast and stay up.

The Thing About Me

It is one thing to run a model in a notebook, but making it reliable for the real world is where the actual engineering happens.

My work focuses on the intersection of backend engineering and AI. I take pre-trained models and build the solid infrastructure they need to actually function at scale. I care about how the system handles pressure and how it serves the user. I build the kind of quiet, reliable systems that let teams focus on the future instead of fixing the past.

System Architecture

Real-time metrics from production environments

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Runtime

PythonFastAPI
Latency0ms
GoConcurrency
Throughput0k/s
JavaSpring Boot
Uptime0.0%
Node.jsAsync/Await
Memory0MB

Orchestration

KubernetesEKS / GKE
Pods0/
DockerContainers
Images0
TerraformIaC
Resources0
AWS / GCPCloud Native
Regions0

Data Grid

KafkaStreaming
Events0M/min
RedisCaching
Hit Rate0%
PostgreSQLRelational
Queries0k/s
ElasticSearch
Index0GB

Intelligence

RAG SystemsLangChain
Tokens0M/day
Vector DBsPinecone
Vectors0M
InferencevLLM
TPS0
PyTorchTraining
GPU0A

Featured Projects

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Commit History

ACTIVE_CONTRIBUTOR
GitHub Contribution Graph

"Consistency is the only algorithm that matters."

Thoughts & Notes

BRAIN_DUMP

Productivity Engine

25:00

"Before you vanish into the digital void, focus on one thing."