What does Somya Prasad Sethy build?

Somya Prasad Sethy builds backend systems, developer tooling, and fast web products. Key projects include KV-Cache Fabric (a disaggregated memory system for LLM agent swarms in Go/Rust/gRPC), CodeSentry (an open-source DevSecOps code inspector), and the AI-Based Loan Disbursement System.

What is Pole Studios?

Pole Studios is a branding and web development studio founded in October 2025 by Somya Prasad Sethy. Operating on zero external capital, Pole Studios designs and builds full-stack web applications for startup founders and small businesses.

What is Somya Prasad Sethy’s GitHub handle?

Somya Prasad Sethy can be found on GitHub at https://github.com/kaunteyaarjun.

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DISTRIBUTED SYSTEMS
BACKEND ARCHITECTURE
KV-CACHE FABRIC
53% LOWER TTFT
DEVSECOPS
POLE STUDIOS
CODESENTRY
99.3% CACHE REUSE
FAST WEB PRODUCTS
DEVELOPER TOOLING
HIGH PERFORMANCE
AI LOAN DISBURSEMENT
PRODUCTION GRADE
WORLDWIDE REMOTE
SOMYA PRASAD SETHY
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✦ SOMYA PRASAD SETHY•FULL-STACK DEVELOPER & BACKEND ENGINEER•I BUILD BACKEND SYSTEMS, DEVELOPER TOOLING & FAST WEB PRODUCTS•FOUNDER OF POLE STUDIOS•GO • RUST • TYPESCRIPT • NEXT.JS • gRPC•OPEN TO REMOTE ROLES WORLDWIDE•✦ SOMYA PRASAD SETHY•FULL-STACK DEVELOPER & BACKEND ENGINEER•I BUILD BACKEND SYSTEMS, DEVELOPER TOOLING & FAST WEB PRODUCTS•

SYSTEMS

✦ Full-Stack Developer | Backend Engineer | Creative Developer

SOMYA
PRASAD
SETHY.

Q: Who is Somya Prasad Sethy?

Somya Prasad Sethy (GitHub: kaunteyaarjun) is a self-taught, AI-assisted full-stack and backend developer with 3+ years of experience building production-grade web applications and developer tooling. He is the founder of Pole Studios.

// I build backend systems, developer tooling and fast web products.

Self-taught, AI-assisted full-stack and backend developer with 3+ years of experience building production-grade web applications and developer tooling. Founder of Pole Studios, a branding and web development studio operating on zero external capital. Open to remote roles worldwide.

[ ⬇ DOWNLOAD CV ][ FEATURED WORK ][ GET IN TOUCH ]

#Next.js#Go#Rust#TypeScript#Node.js#gRPC#PostgreSQL#Docker

SYSTEMS

TOPOLOGY // ARCHITECTURE INSPECTOR

MODE:INTERACTIVE

✦ DISTRIBUTED CACHE ENGINE53% TTFT DROP • 99.3% REUSE • 0 DEADLOCKS

Agent Ingress

gRPC Stream

HTTP/2 Multiplexing

Radix Prefix Engine

Tree Indexer

O(k) Prefix Match

Sharded Memory Fabric

Zero-Copy Pool

Lockless Ring Buffer

Model Execution Nodes

GPU Workers

vLLM / TensorRT-LLM

DATA PIPELINE:

INGRESS→INDEX→FABRIC→OUTPUT

Radix Prefix Engine// O(k) Prefix Match

STATUS:OPTIMAL

Dynamic prefix tree indexer identifying shared conversation prefixes across parallel inference threads.

HitRate

99.3%

Traverse

1.4ms

Collisions

GitHub•LinkedIn•Twitter•Email

SEC_01 //SYSTEM_PHILOSOPHY & ARCHITECTURAL INVARIANTS

COORD: [37.7749° N, 122.4194° W]•COMPLEXITY: O(k) BOUNDED•SPEC_VER: 2026.1

FIG 01.0 // COMPUTATIONAL MANIFESTO

ACTIVE

01. LATENCY BOUNDS∑(t_prefill) → 0

TTFT cut by 53% via prefix radix caching. Compute should never be re-evaluated for known attention states.

02. CONCURRENCY INVARIANTP(deadlock) = 0

Lockless atomics and reference-counted buffer pools. Validated across 16 concurrent agents with 0 OOMs.

03. VERIFIABLE STATE∀ tx : Balance = 0 Drift

Strict 2-phase commit ledgers and deterministic AST security analysis. Software must remain mathematically auditable under stress.

DATA TRANSFORMATION TOPOLOGY:

[STREAM]──(O(k) Radix)──>[SHM FABRIC]──(Zero-Copy)──>[OUTPUT]

// ABOUT & PHILOSOPHY

I build backend systems, developer tooling
and fast web products.

PARADIGM

SYSTEMS-FIRST

FOCUS

LOW-LATENCY

ENTERPRISE

POLE STUDIOS

AVAILABILITY

WORLDWIDE

Read Full Story →Inspect KV-Cache Case Study ✦

| 0000| 0128| 0256| 0512| 1024| 2048| 4096

[SYSTEM STATE: NOMINAL • ALL NODES PASSING HEALTH CHECK]

SYSTEM_STACK_STREAM|PIPELINE: ACTIVE

BANDWIDTH: 10 Gbps•THROUGHPUT: ZERO-COPY•TOPOLOGY: DISTRIBUTED

GoConcurrency & Low-Latency

RustZero-Cost Abstractions

Next.jsReact Server Runtimes

TypeScriptType-Level Soundness

PostgreSQLACID Relational Storage

DockerContainer Virtualization

ReactConcurrent UI Pipelines

Node.jsEvent-Loop Asynchrony

PythonML & Data Analytics

Tailwind CSSUtility Styling Layer

Framer MotionSpring Physics Engine

VS CodeSystems IDE Environment

GoConcurrency & Low-Latency

RustZero-Cost Abstractions

Next.jsReact Server Runtimes

TypeScriptType-Level Soundness

PostgreSQLACID Relational Storage

DockerContainer Virtualization

ReactConcurrent UI Pipelines

Node.jsEvent-Loop Asynchrony

PythonML & Data Analytics

Tailwind CSSUtility Styling Layer

Framer MotionSpring Physics Engine

VS CodeSystems IDE Environment

GoConcurrency & Low-Latency

RustZero-Cost Abstractions

Next.jsReact Server Runtimes

TypeScriptType-Level Soundness

PostgreSQLACID Relational Storage

DockerContainer Virtualization

ReactConcurrent UI Pipelines

Node.jsEvent-Loop Asynchrony

PythonML & Data Analytics

Tailwind CSSUtility Styling Layer

Framer MotionSpring Physics Engine

VS CodeSystems IDE Environment

GoConcurrency & Low-Latency

RustZero-Cost Abstractions

Next.jsReact Server Runtimes

TypeScriptType-Level Soundness

PostgreSQLACID Relational Storage

DockerContainer Virtualization

ReactConcurrent UI Pipelines

Node.jsEvent-Loop Asynchrony

PythonML & Data Analytics

Tailwind CSSUtility Styling Layer

Framer MotionSpring Physics Engine

VS CodeSystems IDE Environment

O(1) ACCESS•53% LOWER TTFT•99.3% CACHE REUSE•LOCKLESS ATOMICS

∀ s ∈ SYSTEMS : REPRODUCIBLE_DEPLOYMENTS = TRUE

STACK

// 02 — SUBSYSTEM ARSENAL

Engineering Topology.

[SYS_ARCH: MODULAR]

COMPILED FOR HIGH-PERFORMANCE WORKLOADS

LAYER 01 // LOW-LEVEL SYSTEMS & CONCURRENCY

KERNEL & RUNTIME

Zero-copy shared memory, multi-threaded agent coordination, and lockless ring buffers.

O(1) Dispatch

Goroutines • Atomic Channels

Rust

Zero Overhead

Borrow Checker • Zero-Cost SIMD

Docker

Reproducible

Isolated Micro-VM Environments

LAYER 02 // DISTRIBUTED FABRIC & STATE STORAGE

PERSISTENCE & CACHE

Prefix-tree attention caching, transactional ledgers, and relational persistence.

KV-Cache

99.3% Hit Rate

Radix Prefix Engine

PostgreSQL

Strict Linear

Strict ACID Two-Phase Commit

gRPC / IPC

<1.2ms P99

Protobuf HTTP/2 Multiplexing

LAYER 03 // FULL-STACK WEB RUNTIMES & COMPILERS

USER & COMPILER INTERFACES

Server-side streaming architectures, type-safe APIs, and responsive rendering engines.

Next.js

Edge Deployed

React Server Components • SSG

TypeScript

Zero Type Drift

Static Analysis & Type Soundness

Node.js

Non-Blocking

High-Concurrency Event Loop

ALL DEPENDENCIES: AUDITED & PRODUCTION-PROVEN

Inspect Full Technical Matrix →

BUILDS

// 03 — PRODUCTION DEPLOYMENTS

Engineered Systems.

[VAULT_STATUS: VERIFIED]

BENCHMARKS VERIFIED ACROSS LIVE RUNTIMES

SPEC // 01Systems Engineer & Architect

Completed

Video Architecture Explainer

KV-Cache Fabric

Disaggregated memory system for LLM agent swarms. Go, Rust, gRPC.

✦ 53% lower on partial hits

#Go#Rust#gRPC

SPEC // 02Lead Developer (Team of 4)

Active

CodeSentry

Zero-dependency DevSecOps & AI code inspection engine with AST taint analysis and offline self-learning.

✦ Pure Node.js • Zero Docker

#DevSecOps#Static Analysis#TypeScript

SPEC // 03Full-Stack & Backend Engineer

Completed

AI-Based Loan Disbursement System

AI-driven loan eligibility scoring and disbursement workflow automation.

✦ Real-time Scoring & Decisioning

#Fintech#FastAPI#Python

SHOWING 3 OF 4 PRODUCTION CASE STUDIES

Explore All Systems & Case Studies →

SOMYAPRASADSETHY.

Agent Ingress

Radix Prefix Engine

Sharded Memory Fabric

Model Execution Nodes

I build backend systems, developer tooling and fast web products.

Engineering Topology.

Engineered Systems.

KV-Cache Fabric

CodeSentry

AI-Based Loan Disbursement System

SOMYA
PRASAD
SETHY.

I build backend systems, developer tooling
and fast web products.